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JAVELIN Hessian Scan Comparison

In this example we use To begin, we'll import all the relevant modules:

from litmus import *
from litmus._utils import dict_extend
An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.

Now we'll use the litmus.mocks module to generate some mock data:

mock = mocks.mock(lag=180, cadende=[10, 30], E=[0.15, 0.25], tau=200)
mock = mock(10)
lc_1, lc_2 = mock.lc_1, mock.lc_2
mock.plot(show=True)
plt.show()

png

Now we create a stats model (specifically models.GP_simple, which models the response as an un-smoothed damped random walk), and set our prior ranges. In this case we'll numerical costs low by assuming we already know the signal mean's and relative amplitudes.

model = models.GP_simple()
model.set_priors({
    'lag': [0, 800],
    'mean': [0.0, 0.0],
    'rel_mean': [0.0, 0.0],
    'rel_amp': [1.00, 1.00],
})

To get an idea of why aliasing happens, let's use model to evaluate the log-density in a slice over the lag prior with the other parameters fixed. Notice the multimodal behaviour within the (highlighted) aliasing seasons?

# Turn lightcurves into model-friendly data
data = model.lc_to_data(lc_1, lc_2)

# Set up a span of lags and calculate the model log-density conditioned on the data
lagplot = np.linspace(*model.prior_ranges['lag'], 1024)
LLs = model.log_density(dict_extend(mock.params(), {'lag': lagplot}), data)

# Plot likelihood and true lag
plt.figure(figsize=(8,4))
plt.plot(lagplot, (LLs - LLs.max()))
plt.axvline(mock.lag, ls='--', c='k')

# Highlight seasons
if mock.season != 0:
    tmax = model.prior_ranges['lag'][1]
    nyears = int(tmax // (mock.season * 2) + 1)
    for i in range(nyears):
        plt.axvspan((i + 1 / 2 - 1 / 4) * mock.season * 2, (i + 1 - 1 / 4) * mock.season * 2,
                    ymin=0, ymax=1, alpha=0.25, color='royalblue',
                    zorder=-10,
                    label="Aliasing Seasons" if i == 0 else None)

plt.xlim(0, model.prior_ranges['lag'][1])
plt.xlabel("Lag $\Delta t$ (days)")
plt.ylabel("Log Density $\mathcal{L(\Delta t \\vert \phi)}\pi(\Delta t \\vert \phi)$")
plt.legend()
plt.show()
INFO:matplotlib.mathtext:Substituting symbol L from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol ( from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \Delta from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol t from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \vert from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \phi from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol ) from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol L from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol ( from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \Delta from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol t from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \vert from STIXGeneral
INFO:matplotlib.mathtext:Substituting symbol \phi from STIXNonUnicode
INFO:matplotlib.mathtext:Substituting symbol ) from STIXGeneral

png

That's all the mocks and statistics set up, now we set up two fitting method. Firstly, meth_1 will be a JAVELIKE, i.e. an implementation of the AEIS, while meth_2 will be LITMUS's very own Hessian Scan. I've set the debug flag to False for each method for the sake of brevity, which otherwise would give granular detail about their inner workings, while I've kept the verbose flag, which outputs key information about the run progress, set to true.

meth_1 = fitting_methods.JAVELIKE(model,
                                  verbose=True,
                                  debug=False,
                                  num_warmup=5_000,
                                  num_samples=100_000 // 512,
                                  num_chains=512
                                  )

meth_2 = fitting_methods.hessian_scan(model,
                                      verbose=True,
                                      debug=False,
                                      Nlags=64,
                                      precondition="half-eig",
                                      reverse=False
                                      )
Doing config with keys dict_keys(['alpha', 'num_chains', 'num_samples', 'num_warmup'])
     set attr alpha
     set attr num_chains
     set attr num_samples
     set attr num_warmup
Doing config with keys dict_keys(['Nlags', 'opt_tol', 'opt_tol_init', 'step_size', 'constrained_domain', 'max_opt_eval', 'max_opt_eval_init', 'LL_threshold', 'init_samples', 'grid_bunching', 'grid_depth', 'grid_Nterp', 'grid_firstdepth', 'reverse', 'split_lags', 'optimizer_args_init', 'optimizer_args', 'seed_params', 'precondition', 'interp_scale'])
     set attr Nlags
     set attr opt_tol
     set attr opt_tol_init
     set attr step_size
     set attr constrained_domain
     set attr max_opt_eval
     set attr max_opt_eval_init
     set attr LL_threshold
     set attr init_samples
     set attr grid_bunching
     set attr grid_depth
     set attr grid_Nterp
     set attr grid_firstdepth
     set attr reverse
     set attr split_lags
     set attr optimizer_args_init
     set attr optimizer_args
     set attr seed_params
     set attr precondition
     set attr interp_scale

Now we can run each method. We've already set the fitting procedures up, all that's required now is to run them! In this example I run prefit() and fit() seperately, though this is not strictly necessary.

I then load the fitting methods into a LITMUS object, which is a wrapper for generating nice fancy plots and data outputs. In this case, I save the chains with save_chain and generate the methods' respective lag posterior distributions with lag_plot:

print("Plots!")
for meth, name in zip([meth_1, meth_2], ["javelin", 'hessian']):
    print(name)
    meth.prefit(lc_1, lc_2)
    meth.fit(lc_1, lc_2)

    lt = LITMUS(meth)
    lt.save_chain("./chain_%s.csv" % name)
    lt.lag_plot(dir="./lagplot_%s.pdf" % name)
Plots!
javelin
Running warmup with 512 chains and 5000 samples 
Running sampler with 512 chains and 195 samples


sample: 100%|██████████| 5195/5195 [14:28<00:00,  5.98it/s, acc. prob=0.31]
Tried to get 99840 sub-samples from chain of 50000 total samples. Tried to get 99840 sub-samples from chain of 50000 total samples. Warning! LITMUS object built on pre-run fitting_procedure. May have unexpected behaviour.






WARNING:chainconsumer:Parameter lag in chain Lightcurves %i-%i is not constrained


hessian
In find seed, sample no 1090 is best /w LL -84.97 at lag 174.40
Beginning scan at constrained-space position: 
     lag:    174.40 
     logtau:     4.35 
     logamp:     -0.27 
     rel_amp:    1.00 
     mean:   0.00 
     rel_mean:   0.00 
Log-Density for this is: -84.97 
Moving non-lag params to new location... 
Scaling matrix:
[[-0.08400983  0.02249271]
 [-0.05213635 -0.03624359]]
Inverse Scaling matrix:
[[ -8.59360859  -5.3331779 ]
 [ 12.36189132 -19.91931592]]
At initial uncon position [-0.26291667 -0.18306058] with keys ['logtau', 'logamp'] eval for optfunc is 78.7558114271342
Creating and testing solver...
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:75.39582626460034  Decrease Error:0.0 
Jaxopt solver created and running fine
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:75.39582626460034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:75.00852741278202  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.8539785878528  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.83354686300358  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.83209402951633  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.83207513294602  Decrease Error:0.0 
At final uncon position [0.10575967 0.04010741] with keys ['logtau', 'logamp'] eval for optfunc is 74.83207513294602
Optimizer settled at new fit: 
     lag:    174.40 
     logtau:     5.26 
     logamp:     0.06 
     rel_amp:    1.00 
     mean:   0.00 
     rel_mean:   0.00 
Log-Density for this is: -81.07 
Finding a good lag... 
Grid finds good lag at 174.48: 
Log-Density for this is: -81.07 
Scaling matrix:
[[0.04283897]]
Inverse Scaling matrix:
[[23.34323034]]
At initial uncon position [-1.27677614] with keys ['lag'] eval for optfunc is 74.83171924288995
Creating and testing solver...
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.83153204571454  Decrease Error:0.0 
Jaxopt solver created and running fine
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.83153204571454  Decrease Error:0.0 
At final uncon position [-1.2759503] with keys ['lag'] eval for optfunc is 74.83153204571455
Lag-only opt settled at new lag 174.59... 
Optimizer settled at new fit: 
     lag:    174.59 
     logtau:     5.26 
     logamp:     0.06 
     rel_amp:    1.00 
     mean:   0.00 
     rel_mean:   0.00 
Log-Density for this is: -81.07 
Estimated to be within ±3.02e-03σ of local optimum 
Starting Hessian Scan 
Creating and testing solver...
Something wrong in creation of jaxopt solver
::::::::::::::::::::::: 
Scanning at lag=172.88 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.1827563529274396 Stepsize:1.0  Objective Value:76.06102520741705  Decrease Error:1.2294935217781102 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.7405857536285363 Stepsize:0.8  Objective Value:75.66810328496662  Decrease Error:0.8365715273125716 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.3895096994965301 Stepsize:0.6400000000000001  Objective Value:75.4172093170327  Decrease Error:0.5856775017665399 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.1104130139905146 Stepsize:0.5120000000000001  Objective Value:75.2568164566833  Decrease Error:0.42528459532746865 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.8882971700894096 Stepsize:0.40960000000000013  Objective Value:75.15415957460318  Decrease Error:0.3226276763756033 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.7113648405858553 Stepsize:0.32768000000000014  Objective Value:75.0883766038575  Decrease Error:0.2568446761325305 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.5703144374372382 Stepsize:0.2621440000000001  Objective Value:75.04616858112796  Decrease Error:0.2146366298050708 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.45779579149479527 Stepsize:0.2097152000000001  Objective Value:75.01904864083869  Decrease Error:0.18751667063746424 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.36798911571475573 Stepsize:0.1677721600000001  Objective Value:75.00159540252167  Decrease Error:0.17006341721778995 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.29627827040900206 Stepsize:0.13421772800000006  Objective Value:74.99034244159431  Decrease Error:0.15881044420828516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.23899629981984952 Stepsize:0.10737418240000006  Objective Value:74.98307128955125  Decrease Error:0.1515392824995132 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.19322653821404567 Stepsize:0.08589934592000005  Objective Value:74.97836082810304  Decrease Error:0.14682881331874853 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.15664661649674202 Stepsize:0.06871947673600004  Objective Value:74.97529981188663  Decrease Error:0.14376779091628578 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.1417712770237074 Stepsize:0.054975581388800036  Objective Value:74.9733033029429  Decrease Error:0.1417712770237074 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.1404633340469985 Stepsize:0.043980465111040035  Objective Value:74.97199536392526  Decrease Error:0.1404633340469985 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.13960200529143663 Stepsize:0.03518437208883203  Objective Value:74.97113403833696  Decrease Error:0.13960200529143663 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.13903130430820454 Stepsize:0.028147497671065627  Objective Value:74.97056333988753  Decrease Error:0.13903130430820454 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.13865046732516362 Stepsize:0.022517998136852502  Objective Value:74.97018250493153  Decrease Error:0.13865046732516362 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 0.1383942466736272 Stepsize:0.018014398509482003  Objective Value:74.96992628590164  Decrease Error:0.1383942466736272 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.13822027014157356 Stepsize:0.014411518807585602  Objective Value:74.96975231066689  Decrease Error:0.13822027014157356 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 0.1381009251530685 Stepsize:0.011529215046068483  Objective Value:74.96963296671623  Decrease Error:0.1381009251530685 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 0.13801814242968646 Stepsize:0.009223372036854787  Objective Value:74.96955018482313  Decrease Error:0.13801814242968646 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 0.13796003895633646 Stepsize:0.00737869762948383  Objective Value:74.969492082014  Decrease Error:0.13796003895633646 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 0.1379187542040512 Stepsize:0.005902958103587064  Objective Value:74.96945079779309  Decrease Error:0.1379187542040512 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 0.13788905288058118 Stepsize:0.004722366482869652  Objective Value:74.96942109689472  Decrease Error:0.13788905288058118 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 0.13786742063543045 Stepsize:0.0037778931862957215  Objective Value:74.96939946498965  Decrease Error:0.13786742063543045 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 0.1378514772122088 Stepsize:0.0030223145490365774  Objective Value:74.9693835218385  Decrease Error:0.1378514772122088 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 0.13783959435750148 Stepsize:0.002417851639229262  Objective Value:74.96937163920144  Decrease Error:0.13783959435750148 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 0.13783064606167272 Stepsize:0.0019342813113834097  Objective Value:74.96936269107974  Decrease Error:0.13783064606167272 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 0.13782384452825625 Stepsize:0.0015474250491067279  Objective Value:74.96935588968562  Decrease Error:0.13782384452825625 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.2583662484981983e-06 Stepsize:0.0018569100589280734  Objective Value:74.96935584708405  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.2659130699115282e-06 Stepsize:0.0014855280471424588  Objective Value:74.96935585559875  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.2719505172325287e-06 Stepsize:0.0011884224377139672  Objective Value:74.96935586241253  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.2767804688086978e-06 Stepsize:0.0009507379501711738  Objective Value:74.96935586786483  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.2806444260583723e-06 Stepsize:0.0007605903601369392  Objective Value:74.96935587222751  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.2837355892231916e-06 Stepsize:0.0006084722881095514  Objective Value:74.9693558757182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.2862085181352923e-06 Stepsize:0.00048677783048764115  Objective Value:74.96935587851104  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.288186860200899e-06 Stepsize:0.00038942226439011294  Objective Value:74.96935588074557  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.2897695331654797e-06 Stepsize:0.00031153781151209035  Objective Value:74.9693558825333  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.2910356711600317e-06 Stepsize:0.0002492302492096723  Objective Value:74.96935588396362  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.292048581244236e-06 Stepsize:0.00019938419936773785  Objective Value:74.96935588510789  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2928589091522546e-06 Stepsize:0.0001595073594941903  Objective Value:74.96935588602338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.293507171331299e-06 Stepsize:0.00012760588759535226  Objective Value:74.96935588675575  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.294025781034495e-06 Stepsize:0.00010208471007628181  Objective Value:74.96935588734169  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.2944406686939607e-06 Stepsize:8.166776806102545e-05  Objective Value:74.96935588781048  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.294772578815093e-06 Stepsize:6.533421444882036e-05  Objective Value:74.96935588818546  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2950381069633628e-06 Stepsize:5.2267371559056295e-05  Objective Value:74.96935588848547  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.2952505293773586e-06 Stepsize:4.1813897247245036e-05  Objective Value:74.96935588872546  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.295420467325783e-06 Stepsize:3.345111779779603e-05  Objective Value:74.96935588891746  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.2955564177212827e-06 Stepsize:2.6760894238236826e-05  Objective Value:74.9693558890711  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.295665177966911e-06 Stepsize:2.1408715390589462e-05  Objective Value:74.96935588919395  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.2957521862360716e-06 Stepsize:1.712697231247157e-05  Objective Value:74.9693558892923  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2958217928423035e-06 Stepsize:1.3701577849977256e-05  Objective Value:74.96935588937096  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2958774780982704e-06 Stepsize:1.0961262279981805e-05  Objective Value:74.96935588943388  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2959220263394785e-06 Stepsize:8.769009823985445e-06  Objective Value:74.96935588948423  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.2959576648297927e-06 Stepsize:7.015207859188356e-06  Objective Value:74.96935588952448  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.2959861757204084e-06 Stepsize:5.612166287350686e-06  Objective Value:74.9693558895567  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.296008984403004e-06 Stepsize:4.489733029880549e-06  Objective Value:74.96935588958246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.296027231335398e-06 Stepsize:3.5917864239044394e-06  Objective Value:74.96935588960308  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.2960418288694626e-06 Stepsize:2.873429139123552e-06  Objective Value:74.96935588961959  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0008577400392285046 Stepsize:1.0  Objective Value:74.96974981721989  Decrease Error:0.00039399679232587914 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.0004229302054610251 Stepsize:0.8  Objective Value:74.96949720730397  Decrease Error:0.00014137303800509926 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.520157690724919e-05 Stepsize:0.6400000000000001  Objective Value:74.96935772165733  Decrease Error:1.8763206384164732e-06 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.5120000000000001  Objective Value:74.96928618617784  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.6144000000000002  Objective Value:74.96924647698599  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.7372800000000002  Objective Value:74.96924010824608  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.8847360000000002  Objective Value:74.96923964288669  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:74.96923963662739  Decrease Error:0.0 
Change of -0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(172.8783902, dtype=float64), 'logtau': Array(5.2589655, dtype=float64), 'logamp': Array(0.05846278, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.28855208, dtype=float64), 'logtau': Array(0.10367897, dtype=float64), 'logamp': Array(0.03898012, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10735.846166540972
And log height: -74.97...
log-evidence is ~-77.77
Seems to have converged at iteration 0 / 64 with tolerance 2.18e-09 
::::::::::::::::::::::: 
Scanning at lag=185.68 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.05602117802556 Stepsize:1.0  Objective Value:78.02526081465295  Decrease Error:3.05602117802556 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211779511093 Stepsize:0.8  Objective Value:78.0252608145785  Decrease Error:3.0560211779511093 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.05602117789158 Stepsize:0.6400000000000001  Objective Value:78.02526081451897  Decrease Error:3.05602117789158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177843917 Stepsize:0.5120000000000001  Objective Value:78.02526081447131  Decrease Error:3.056021177843917 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211778058175 Stepsize:0.40960000000000013  Objective Value:78.02526081443321  Decrease Error:3.0560211778058175 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177775321 Stepsize:0.32768000000000014  Objective Value:78.02526081440271  Decrease Error:3.056021177775321 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177750935 Stepsize:0.2621440000000001  Objective Value:78.02526081437833  Decrease Error:3.056021177750935 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211777313953 Stepsize:0.2097152000000001  Objective Value:78.02526081435879  Decrease Error:3.0560211777313953 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211777157633 Stepsize:0.1677721600000001  Objective Value:78.02526081434316  Decrease Error:3.0560211777157633 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211777033004 Stepsize:0.13421772800000006  Objective Value:78.0252608143307  Decrease Error:3.0560211777033004 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.05602117769331 Stepsize:0.10737418240000006  Objective Value:78.0252608143207  Decrease Error:3.05602117769331 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177685281 Stepsize:0.08589934592000005  Objective Value:78.02526081431267  Decrease Error:3.056021177685281 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776788577 Stepsize:0.06871947673600004  Objective Value:78.02526081430625  Decrease Error:3.0560211776788577 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776737987 Stepsize:0.054975581388800036  Objective Value:78.02526081430119  Decrease Error:3.0560211776737987 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177669706 Stepsize:0.043980465111040035  Objective Value:78.0252608142971  Decrease Error:3.056021177669706 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776664516 Stepsize:0.03518437208883203  Objective Value:78.02526081429384  Decrease Error:3.0560211776664516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776638084 Stepsize:0.028147497671065627  Objective Value:78.0252608142912  Decrease Error:3.0560211776638084 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177661748 Stepsize:0.022517998136852502  Objective Value:78.02526081428914  Decrease Error:3.056021177661748 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177660071 Stepsize:0.018014398509482003  Objective Value:78.02526081428746  Decrease Error:3.056021177660071 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776586925 Stepsize:0.014411518807585602  Objective Value:78.02526081428609  Decrease Error:3.0560211776586925 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776575983 Stepsize:0.011529215046068483  Objective Value:78.02526081428499  Decrease Error:3.0560211776575983 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776567456 Stepsize:0.009223372036854787  Objective Value:78.02526081428414  Decrease Error:3.0560211776567456 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776560777 Stepsize:0.00737869762948383  Objective Value:78.02526081428347  Decrease Error:3.0560211776560777 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776555235 Stepsize:0.005902958103587064  Objective Value:78.02526081428292  Decrease Error:3.0560211776555235 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.056021177655097 Stepsize:0.004722366482869652  Objective Value:78.02526081428249  Decrease Error:3.056021177655097 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776547845 Stepsize:0.0037778931862957215  Objective Value:78.02526081428218  Decrease Error:3.0560211776547845 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776544435 Stepsize:0.0030223145490365774  Objective Value:78.02526081428184  Decrease Error:3.0560211776544435 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776542303 Stepsize:0.002417851639229262  Objective Value:78.02526081428162  Decrease Error:3.0560211776542303 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.05602117765406 Stepsize:0.0019342813113834097  Objective Value:78.02526081428145  Decrease Error:3.05602117765406 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.0560211776538893 Stepsize:0.0015474250491067279  Objective Value:78.02526081428128  Decrease Error:3.0560211776538893 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497206914947e-14 Stepsize:0.0018569100589280734  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497231784063e-14 Stepsize:0.0014855280471424588  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497250194002e-14 Stepsize:0.0011884224377139672  Objective Value:78.02526081428131  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497265491673e-14 Stepsize:0.0009507379501711738  Objective Value:78.02526081428131  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497278654185e-14 Stepsize:0.0007605903601369392  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.105427357601002e-14 Stepsize:0.0006084722881095514  Objective Value:78.02526081428135  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497294696319e-14 Stepsize:0.00048677783048764115  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.7604973019768e-14 Stepsize:0.00038942226439011294  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.7604973066969e-14 Stepsize:0.00031153781151209035  Objective Value:78.02526081428134  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497311583728e-14 Stepsize:0.0002492302492096723  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497313705963e-14 Stepsize:0.00019938419936773785  Objective Value:78.02526081428134  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497317138763e-14 Stepsize:0.0001595073594941903  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497318781492e-14 Stepsize:0.00012760588759535226  Objective Value:78.02526081428131  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.76049732013083e-14 Stepsize:0.00010208471007628181  Objective Value:78.02526081428131  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497322272452e-14 Stepsize:8.166776806102545e-05  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497323148747e-14 Stepsize:6.533421444882036e-05  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497324116807e-14 Stepsize:5.2267371559056295e-05  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.76049732495562e-14 Stepsize:4.1813897247245036e-05  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497324576926e-14 Stepsize:3.345111779779603e-05  Objective Value:78.02526081428127  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497325694912e-14 Stepsize:2.6760894238236826e-05  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497325595392e-14 Stepsize:2.1408715390589462e-05  Objective Value:78.02526081428131  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497325180509e-14 Stepsize:1.712697231247157e-05  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326451007e-14 Stepsize:1.3701577849977256e-05  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326451007e-14 Stepsize:1.0961262279981805e-05  Objective Value:78.02526081428132  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326501413e-14 Stepsize:8.769009823985445e-06  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326502706e-14 Stepsize:7.015207859188356e-06  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326502706e-14 Stepsize:5.612166287350686e-06  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497326503998e-14 Stepsize:4.489733029880549e-06  Objective Value:78.0252608142813  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497327422944e-14 Stepsize:3.5917864239044394e-06  Objective Value:78.02526081428128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.760497327422944e-14 Stepsize:2.873429139123552e-06  Objective Value:78.02526081428128  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.049695581525865534 Stepsize:1.0  Objective Value:78.04983398304955  Decrease Error:0.02457321022065173 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.03935315902237398 Stepsize:0.8  Objective Value:78.04085659491032  Decrease Error:0.015595813790937996 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.031169289565817666 Stepsize:0.6400000000000001  Objective Value:78.0351561667061  Decrease Error:0.009895378954340117 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.02467905374676383 Stepsize:0.5120000000000001  Objective Value:78.03153465533921  Decrease Error:0.006273862281545917 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.019522860135063172 Stepsize:0.40960000000000013  Objective Value:78.02923358650565  Decrease Error:0.003972789203260163 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.01542074227818407 Stepsize:0.32768000000000014  Objective Value:78.02777187257003  Decrease Error:0.002511071871865056 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.012153562431344425 Stepsize:0.2621440000000001  Objective Value:78.02684393838418  Decrease Error:0.0015831349693797847 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.009549056368676567 Stepsize:0.2097152000000001  Objective Value:78.02625549335447  Decrease Error:0.000994687766379343 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.007471337561117897 Stepsize:0.1677721600000001  Objective Value:78.02588292032542  Decrease Error:0.0006221129986840879 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.005812916258785862 Stepsize:0.13421772800000006  Objective Value:78.02564753864652  Decrease Error:0.0003867299288913273 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.0044885748197256775 Stepsize:0.10737418240000006  Objective Value:78.02549926457263  Decrease Error:0.00023845474225936414 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.003430631387815882 Stepsize:0.08589934592000005  Objective Value:78.02540622352758  Decrease Error:0.00014541280702928816 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.0025852538925921955 Stepsize:0.06871947673600004  Objective Value:78.02534813939177  Decrease Error:8.732795906496449e-05 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.0019095764322715567 Stepsize:0.054975581388800036  Objective Value:78.02531212433443  Decrease Error:5.131233201893792e-05 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.0013694337047466948 Stepsize:0.043980465111040035  Objective Value:78.02528999614745  Decrease Error:2.9183689264300483e-05 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.0009375748004592978 Stepsize:0.03518437208883203  Objective Value:78.02527656841252  Decrease Error:1.575558971467217e-05 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.0005922509339081755 Stepsize:0.028147497671065627  Objective Value:78.0252685606454  Decrease Error:7.747530901269783e-06 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.00031609626323726535 Stepsize:0.022517998136852502  Objective Value:78.02526390371375  Decrease Error:3.090365893854141e-06 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.523932551316541e-05 Stepsize:0.018014398509482003  Objective Value:78.02526129732654  Decrease Error:4.83791993133309e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.014411518807585602  Objective Value:78.02525992828227  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.141043196249553e-07 Stepsize:0.017293822569102724  Objective Value:78.02525983443428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.201176117325386e-07 Stepsize:0.013835058055282179  Objective Value:78.02525985316223  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.249282513798341e-07 Stepsize:0.011068046444225745  Objective Value:78.02525986815967  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.28776766907294e-07 Stepsize:0.008854437155380595  Objective Value:78.02525988016711  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.318555817550423e-07 Stepsize:0.007083549724304476  Objective Value:78.02525988977929  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.343186351630285e-07 Stepsize:0.005666839779443582  Objective Value:78.02525989747285  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.362890789183335e-07 Stepsize:0.004533471823554866  Objective Value:78.02525990363026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.378654345534422e-07 Stepsize:0.003626777458843893  Objective Value:78.02525990855779  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.391265194756537e-07 Stepsize:0.0029014219670751144  Objective Value:78.02525991250087  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.401353876738103e-07 Stepsize:0.0023211375736600917  Objective Value:78.02525991565592  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.40942482383777e-07 Stepsize:0.0018569100589280734  Objective Value:78.02525991818041  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.415881582625341e-07 Stepsize:0.0014855280471424588  Objective Value:78.02525992020034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.421046990520456e-07 Stepsize:0.0011884224377139672  Objective Value:78.02525992181643  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.425179317175523e-07 Stepsize:0.0009507379501711738  Objective Value:78.0252599231094  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.428485178798113e-07 Stepsize:0.0007605903601369392  Objective Value:78.02525992414382  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.431129868024166e-07 Stepsize:0.0006084722881095514  Objective Value:78.0252599249714  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.433245619787e-07 Stepsize:0.00048677783048764115  Objective Value:78.02525992563358  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.434938221200167e-07 Stepsize:0.00038942226439011294  Objective Value:78.02525992616327  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.436292302563263e-07 Stepsize:0.00031153781151209035  Objective Value:78.02525992658704  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.437375567363417e-07 Stepsize:0.0002492302492096723  Objective Value:78.02525992692601  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.438242179385903e-07 Stepsize:0.00019938419936773785  Objective Value:78.02525992719728  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.438935469178882e-07 Stepsize:0.0001595073594941903  Objective Value:78.02525992741427  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.439490100746335e-07 Stepsize:0.00012760588759535226  Objective Value:78.02525992758784  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.439933806022577e-07 Stepsize:0.00010208471007628181  Objective Value:78.02525992772674  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.440288770492667e-07 Stepsize:8.166776806102545e-05  Objective Value:78.02525992783782  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.440572741929662e-07 Stepsize:6.533421444882036e-05  Objective Value:78.0252599279267  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.440799918867405e-07 Stepsize:5.2267371559056295e-05  Objective Value:78.02525992799787  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.440981660731666e-07 Stepsize:4.1813897247245036e-05  Objective Value:78.0252599280547  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.441127054050904e-07 Stepsize:3.345111779779603e-05  Objective Value:78.02525992810023  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.441243368753185e-07 Stepsize:2.6760894238236826e-05  Objective Value:78.02525992813663  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.8607898151736542e-06 Stepsize:3.211307308588419e-05  Objective Value:78.02525992721777  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.8608993137926513e-06 Stepsize:2.5690458468707354e-05  Objective Value:78.02525992740154  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.860986912734044e-06 Stepsize:2.0552366774965883e-05  Objective Value:78.02525992754853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.861056991907845e-06 Stepsize:1.6441893419972708e-05  Objective Value:78.02525992766618  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.8611130551980855e-06 Stepsize:1.3153514735978166e-05  Objective Value:78.02525992776023  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.8611579058859193e-06 Stepsize:1.0522811788782534e-05  Objective Value:78.02525992783553  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.86119378642735e-06 Stepsize:8.418249431026028e-06  Objective Value:78.02525992789572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.8612224908583263e-06 Stepsize:6.734599544820823e-06  Objective Value:78.02525992794394  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.861245454412453e-06 Stepsize:5.387679635856659e-06  Objective Value:78.02525992798246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.861263825186485e-06 Stepsize:4.310143708685327e-06  Objective Value:78.02525992801333  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.8612785218535453e-06 Stepsize:3.448114966948262e-06  Objective Value:78.02525992803797  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.861290279230193e-06 Stepsize:2.7584919735586097e-06  Objective Value:78.0252599280577  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.861299685078906e-06 Stepsize:2.2067935788468877e-06  Objective Value:78.0252599280735  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.861307209749029e-06 Stepsize:1.7654348630775103e-06  Objective Value:78.02525992808611  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613132295276715e-06 Stepsize:1.4123478904620083e-06  Objective Value:78.02525992809622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613180452969284e-06 Stepsize:1.1298783123696067e-06  Objective Value:78.0252599281043  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613218980052284e-06 Stepsize:9.039026498956854e-07  Objective Value:78.02525992811071  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613249800730867e-06 Stepsize:7.231221199165483e-07  Objective Value:78.02525992811594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613274457511932e-06 Stepsize:5.784976959332387e-07  Objective Value:78.02525992812008  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613294183136603e-06 Stepsize:4.62798156746591e-07  Objective Value:78.02525992812338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613309964167057e-06 Stepsize:3.702385253972728e-07  Objective Value:78.02525992812605  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613322587701545e-06 Stepsize:2.9619082031781827e-07  Objective Value:78.02525992812815  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.86133326872047e-06 Stepsize:2.3695265625425463e-07  Objective Value:78.02525992812984  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613340766839753e-06 Stepsize:1.895621250034037e-07  Objective Value:78.02525992813118  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613347230809737e-06 Stepsize:1.5164970000272298e-07  Objective Value:78.0252599281323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.86133524016648e-06 Stepsize:1.213197600021784e-07  Objective Value:78.02525992813315  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.861335653799746e-06 Stepsize:9.705580800174271e-08  Objective Value:78.0252599281338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613359847499114e-06 Stepsize:7.764464640139417e-08  Objective Value:78.02525992813443  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.8613362495160935e-06 Stepsize:6.211571712111534e-08  Objective Value:78.02525992813487  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.861336461366921e-06 Stepsize:4.9692573696892274e-08  Objective Value:78.02525992813517  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.0252165590511  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02518569905322  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02502385793105  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02470813575137  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02396642949773  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02279940397719  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02169584189075  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.021256526168  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.0211861015627  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02118266368306  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.02118262097896  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(185.6767904, dtype=float64), 'logtau': Array(5.29702828, dtype=float64), 'logamp': Array(0.07229238, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.19651371, dtype=float64), 'logtau': Array(0.11895137, dtype=float64), 'logamp': Array(0.04820425, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10412.18589459485
And log height: -78.02...
log-evidence is ~-80.81
Seems to have converged at iteration 1 / 64 with tolerance 3.19e-05 
::::::::::::::::::::::: 
Scanning at lag=198.48 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.006710473314442 Stepsize:1.0  Objective Value:81.02789309429338  Decrease Error:3.006710473314442 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.00671137640542 Stepsize:0.8  Objective Value:81.02789399738435  Decrease Error:3.00671137640542 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067120988869505 Stepsize:0.6400000000000001  Objective Value:81.0278947198659  Decrease Error:3.0067120988869505 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.006712676877825 Stepsize:0.5120000000000001  Objective Value:81.02789529785677  Decrease Error:3.006712676877825 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.006713139274254 Stepsize:0.40960000000000013  Objective Value:81.0278957602532  Decrease Error:3.006713139274254 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.006713509193659 Stepsize:0.32768000000000014  Objective Value:81.0278961301726  Decrease Error:3.006713509193659 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067138051306728 Stepsize:0.2621440000000001  Objective Value:81.02789642610962  Decrease Error:3.0067138051306728 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714041881253 Stepsize:0.2097152000000001  Objective Value:81.02789666286021  Decrease Error:3.006714041881253 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067142312823023 Stepsize:0.1677721600000001  Objective Value:81.02789685226126  Decrease Error:3.0067142312823023 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067143828035228 Stepsize:0.13421772800000006  Objective Value:81.02789700378248  Decrease Error:3.0067143828035228 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714504020806 Stepsize:0.10737418240000006  Objective Value:81.02789712499977  Decrease Error:3.006714504020806 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067146009947123 Stepsize:0.08589934592000005  Objective Value:81.02789722197367  Decrease Error:3.0067146009947123 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067146785740135 Stepsize:0.06871947673600004  Objective Value:81.02789729955298  Decrease Error:3.0067146785740135 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067147406374914 Stepsize:0.054975581388800036  Objective Value:81.02789736161645  Decrease Error:3.0067147406374914 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067147902882994 Stepsize:0.043980465111040035  Objective Value:81.02789741126726  Decrease Error:3.0067147902882994 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067148300090167 Stepsize:0.03518437208883203  Objective Value:81.02789745098798  Decrease Error:3.0067148300090167 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067148617855253 Stepsize:0.028147497671065627  Objective Value:81.02789748276449  Decrease Error:3.0067148617855253 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067148872067975 Stepsize:0.022517998136852502  Objective Value:81.02789750818576  Decrease Error:3.0067148872067975 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149075438095 Stepsize:0.018014398509482003  Objective Value:81.02789752852277  Decrease Error:3.0067149075438095 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714923813462 Stepsize:0.014411518807585602  Objective Value:81.02789754479242  Decrease Error:3.006714923813462 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714936829084 Stepsize:0.011529215046068483  Objective Value:81.02789755780805  Decrease Error:3.006714936829084 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149472417043 Stepsize:0.009223372036854787  Objective Value:81.02789756822067  Decrease Error:3.0067149472417043 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149555717094 Stepsize:0.00737869762948383  Objective Value:81.02789757655067  Decrease Error:3.0067149555717094 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149622358187 Stepsize:0.005902958103587064  Objective Value:81.02789758321478  Decrease Error:3.0067149622358187 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714967566964 Stepsize:0.004722366482869652  Objective Value:81.02789758854593  Decrease Error:3.006714967566964 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149718319683 Stepsize:0.0037778931862957215  Objective Value:81.02789759281093  Decrease Error:3.0067149718319683 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149752439803 Stepsize:0.0030223145490365774  Objective Value:81.02789759622294  Decrease Error:3.0067149752439803 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149779736155 Stepsize:0.002417851639229262  Objective Value:81.02789759895258  Decrease Error:3.0067149779736155 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.006714980157284 Stepsize:0.0019342813113834097  Objective Value:81.02789760113625  Decrease Error:3.006714980157284 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.0067149819041816 Stepsize:0.0015474250491067279  Objective Value:81.02789760288314  Decrease Error:3.0067149819041816 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237556325733e-10 Stepsize:0.0018569100589280734  Objective Value:81.02789760289613  Decrease Error:1.2988721209694631e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237514516385e-10 Stepsize:0.0014855280471424588  Objective Value:81.0278976028935  Decrease Error:1.035971308738226e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237481077377e-10 Stepsize:0.0011884224377139672  Objective Value:81.0278976028915  Decrease Error:8.355982572538778e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237454328342e-10 Stepsize:0.0009507379501711738  Objective Value:81.02789760288981  Decrease Error:6.66489086142974e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237432920378e-10 Stepsize:0.0007605903601369392  Objective Value:81.02789760288846  Decrease Error:5.314859663485549e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237415805812e-10 Stepsize:0.0006084722881095514  Objective Value:81.02789760288742  Decrease Error:4.277467269275803e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237402114187e-10 Stepsize:0.00048677783048764115  Objective Value:81.02789760288655  Decrease Error:3.410605131648481e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237391156889e-10 Stepsize:0.00038942226439011294  Objective Value:81.02789760288591  Decrease Error:2.7711166694643907e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237382384275e-10 Stepsize:0.00031153781151209035  Objective Value:81.02789760288535  Decrease Error:2.2026824808563106e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237375361842e-10 Stepsize:0.0002492302492096723  Objective Value:81.0278976028849  Decrease Error:1.7621459846850485e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237369767587e-10 Stepsize:0.00019938419936773785  Objective Value:81.02789760288455  Decrease Error:1.4068746168049984e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237365269312e-10 Stepsize:0.0001595073594941903  Objective Value:81.02789760288424  Decrease Error:1.0942358130705543e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237361678157e-10 Stepsize:0.00012760588759535226  Objective Value:81.02789760288401  Decrease Error:8.668621376273222e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237358814524e-10 Stepsize:0.00010208471007628181  Objective Value:81.02789760288388  Decrease Error:7.389644451905042e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 6.98823735650808e-10 Stepsize:8.166776806102545e-05  Objective Value:81.02789760288371  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237354666313e-10 Stepsize:6.533421444882036e-05  Objective Value:81.0278976028836  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237353199357e-10 Stepsize:5.2267371559056295e-05  Objective Value:81.02789760288354  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237352020129e-10 Stepsize:4.1813897247245036e-05  Objective Value:81.02789760288344  Decrease Error:2.984279490192421e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237351084554e-10 Stepsize:3.345111779779603e-05  Objective Value:81.0278976028834  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 6.98823735033321e-10 Stepsize:2.6760894238236826e-05  Objective Value:81.02789760288334  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237349722949e-10 Stepsize:2.1408715390589462e-05  Objective Value:81.02789760288326  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 6.98823734923789e-10 Stepsize:1.712697231247157e-05  Objective Value:81.02789760288329  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237348861887e-10 Stepsize:1.3701577849977256e-05  Objective Value:81.02789760288323  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237348566087e-10 Stepsize:1.0961262279981805e-05  Objective Value:81.02789760288326  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237348306154e-10 Stepsize:8.769009823985445e-06  Objective Value:81.02789760288323  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237348099822e-10 Stepsize:7.015207859188356e-06  Objective Value:81.02789760288317  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 6.98823734795887e-10 Stepsize:5.612166287350686e-06  Objective Value:81.02789760288319  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237347822816e-10 Stepsize:4.489733029880549e-06  Objective Value:81.02789760288317  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 6.988237347719319e-10 Stepsize:3.5917864239044394e-06  Objective Value:81.02789760288317  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 6.98823734764216e-10 Stepsize:2.873429139123552e-06  Objective Value:81.02789760288319  Decrease Error:4.263256414560601e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:81.02174988386291  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:81.01425701381771  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:81.00188134613677  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.99593916335613  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.99470072649777  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.99460519264967  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.99460373318807  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.99460372476018  Decrease Error:0.0 
Change of 0.03 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(198.4751906, dtype=float64), 'logtau': Array(5.28223662, dtype=float64), 'logamp': Array(0.0857303, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.10880367, dtype=float64), 'logtau': Array(0.11301478, dtype=float64), 'logamp': Array(0.0571691, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10323.518094615922
And log height: -80.99...
log-evidence is ~-83.78
Seems to have converged at iteration 2 / 64 with tolerance 1.27e-05 
::::::::::::::::::::::: 
Scanning at lag=211.27 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 8.905640514172376 Stepsize:1.0  Objective Value:89.90024423893256  Decrease Error:8.905640514172376 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 8.905640349491406 Stepsize:0.8  Objective Value:89.90024407425159  Decrease Error:8.905640349491406 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 8.905640217748555 Stepsize:0.6400000000000001  Objective Value:89.90024394250874  Decrease Error:8.905640217748555 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.9056401123554 Stepsize:0.5120000000000001  Objective Value:89.90024383711558  Decrease Error:8.9056401123554 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 8.905640028041645 Stepsize:0.40960000000000013  Objective Value:89.90024375280183  Decrease Error:8.905640028041645 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639960591188 Stepsize:0.32768000000000014  Objective Value:89.90024368535137  Decrease Error:8.905639960591188 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639906631151 Stepsize:0.2621440000000001  Objective Value:89.90024363139133  Decrease Error:8.905639906631151 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639863463236 Stepsize:0.2097152000000001  Objective Value:89.90024358822342  Decrease Error:8.905639863463236 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639828929097 Stepsize:0.1677721600000001  Objective Value:89.90024355368928  Decrease Error:8.905639828929097 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639801301788 Stepsize:0.13421772800000006  Objective Value:89.90024352606197  Decrease Error:8.905639801301788 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563977920013 Stepsize:0.10737418240000006  Objective Value:89.90024350396031  Decrease Error:8.90563977920013 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639761518714 Stepsize:0.08589934592000005  Objective Value:89.9002434862789  Decrease Error:8.905639761518714 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563974737367 Stepsize:0.06871947673600004  Objective Value:89.90024347213385  Decrease Error:8.90563974737367 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639736057623 Stepsize:0.054975581388800036  Objective Value:89.9002434608178  Decrease Error:8.905639736057623 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639727004782 Stepsize:0.043980465111040035  Objective Value:89.90024345176496  Decrease Error:8.905639727004782 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639719762519 Stepsize:0.03518437208883203  Objective Value:89.9002434445227  Decrease Error:8.905639719762519 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639713968739 Stepsize:0.028147497671065627  Objective Value:89.90024343872892  Decrease Error:8.905639713968739 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639709333613 Stepsize:0.022517998136852502  Objective Value:89.9002434340938  Decrease Error:8.905639709333613 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563970562566 Stepsize:0.018014398509482003  Objective Value:89.90024343038584  Decrease Error:8.90563970562566 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563970265923 Stepsize:0.014411518807585602  Objective Value:89.90024342741941  Decrease Error:8.90563970265923 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639700286102 Stepsize:0.011529215046068483  Objective Value:89.90024342504628  Decrease Error:8.905639700286102 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563969838756 Stepsize:0.009223372036854787  Objective Value:89.90024342314774  Decrease Error:8.90563969838756 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.90563969686876 Stepsize:0.00737869762948383  Objective Value:89.90024342162894  Decrease Error:8.90563969686876 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639695653704 Stepsize:0.005902958103587064  Objective Value:89.90024342041389  Decrease Error:8.905639695653704 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639694681696 Stepsize:0.004722366482869652  Objective Value:89.90024341944188  Decrease Error:8.905639694681696 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639693904078 Stepsize:0.0037778931862957215  Objective Value:89.90024341866426  Decrease Error:8.905639693904078 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639693281998 Stepsize:0.0030223145490365774  Objective Value:89.90024341804218  Decrease Error:8.905639693281998 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639692784263 Stepsize:0.002417851639229262  Objective Value:89.90024341754444  Decrease Error:8.905639692784263 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639692386117 Stepsize:0.0019342813113834097  Objective Value:89.9002434171463  Decrease Error:8.905639692386117 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.905639692067638 Stepsize:0.0015474250491067279  Objective Value:89.90024341682782  Decrease Error:8.905639692067638 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.468248983321721e-10 Stepsize:0.0018569100589280734  Objective Value:89.90024341682506  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.471630192846097e-10 Stepsize:0.0014855280471424588  Objective Value:89.90024341682563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.4743351564456686e-10 Stepsize:0.0011884224377139672  Objective Value:89.90024341682606  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.4764991283349893e-10 Stepsize:0.0009507379501711738  Objective Value:89.9002434168264  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4782303066392687e-10 Stepsize:0.0007605903601369392  Objective Value:89.90024341682664  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.4796152479274395e-10 Stepsize:0.0006084722881095514  Objective Value:89.9002434168269  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.4807232016830363e-10 Stepsize:0.00048677783048764115  Objective Value:89.90024341682708  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.481609572737715e-10 Stepsize:0.00038942226439011294  Objective Value:89.90024341682724  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.4823186562051134e-10 Stepsize:0.00031153781151209035  Objective Value:89.90024341682734  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.482885926570452e-10 Stepsize:0.0002492302492096723  Objective Value:89.90024341682745  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.48333974520731e-10 Stepsize:0.00019938419936773785  Objective Value:89.90024341682745  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.483702801621127e-10 Stepsize:0.0001595073594941903  Objective Value:89.90024341682754  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.4839932457967274e-10 Stepsize:0.00012760588759535226  Objective Value:89.9002434168276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.484225603332717e-10 Stepsize:0.00010208471007628181  Objective Value:89.90024341682769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.4844114781738977e-10 Stepsize:8.166776806102545e-05  Objective Value:89.90024341682766  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.4845601846333704e-10 Stepsize:6.533421444882036e-05  Objective Value:89.90024341682769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.4846791475986629e-10 Stepsize:5.2267371559056295e-05  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.4847743221518515e-10 Stepsize:4.1813897247245036e-05  Objective Value:89.90024341682772  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.484850458724755e-10 Stepsize:3.345111779779603e-05  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4849113736751392e-10 Stepsize:2.6760894238236826e-05  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.4849601081223352e-10 Stepsize:2.1408715390589462e-05  Objective Value:89.90024341682783  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.4849990817345417e-10 Stepsize:1.712697231247157e-05  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.48503027155442e-10 Stepsize:1.3701577849977256e-05  Objective Value:89.9002434168278  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4850552197917979e-10 Stepsize:1.0961262279981805e-05  Objective Value:89.90024341682779  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.4850751826642987e-10 Stepsize:8.769009823985445e-06  Objective Value:89.90024341682782  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.485091144390326e-10 Stepsize:7.015207859188356e-06  Objective Value:89.90024341682785  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4851039231698254e-10 Stepsize:5.612166287350686e-06  Objective Value:89.90024341682783  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.485114140589455e-10 Stepsize:4.489733029880549e-06  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.485122312017941e-10 Stepsize:3.5917864239044394e-06  Objective Value:89.90024341682778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.4851288588372344e-10 Stepsize:2.873429139123552e-06  Objective Value:89.9002434168278  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90024340657196  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90024334737765  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90024322398256  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90024286901333  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90024197136077  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90023958902228  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90023338261153  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.9002171005343  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90017452309554  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.90006326262524  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.89977414725442  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.89903356765642  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.89720891162725  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.89314560367998  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.8861335743062  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.87927146741274  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.87645120583416  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.87596289506337  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.87594022766378  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.87593998701553  Decrease Error:0.0 
Change of 0.02 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(211.2735908, dtype=float64), 'logtau': Array(5.2672766, dtype=float64), 'logamp': Array(0.09675035, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.02480764, dtype=float64), 'logtau': Array(0.10701264, dtype=float64), 'logamp': Array(0.06452261, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9778.202559085486
And log height: -89.88...
log-evidence is ~-92.63
Seems to have converged at iteration 3 / 64 with tolerance 1.09e-04 
::::::::::::::::::::::: 
Scanning at lag=224.07 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.87121425685514 Stepsize:1.0  Objective Value:93.7471542438703  Decrease Error:3.87121425685514 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712120979450333 Stepsize:0.8  Objective Value:93.74715208496026  Decrease Error:3.8712120979450333 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712103709238477 Stepsize:0.6400000000000001  Objective Value:93.74715035793913  Decrease Error:3.8712103709238477 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712089893753188 Stepsize:0.5120000000000001  Objective Value:93.74714897639066  Decrease Error:3.8712089893753188 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712078841802793 Stepsize:0.40960000000000013  Objective Value:93.74714787119565  Decrease Error:3.8712078841802793 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712070000522516 Stepsize:0.32768000000000014  Objective Value:93.74714698706765  Decrease Error:3.8712070000522516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.871206292767795 Stepsize:0.2621440000000001  Objective Value:93.74714627978322  Decrease Error:3.871206292767795 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712057269517004 Stepsize:0.2097152000000001  Objective Value:93.74714571396714  Decrease Error:3.8712057269517004 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.871205274306206 Stepsize:0.1677721600000001  Objective Value:93.74714526132168  Decrease Error:3.871205274306206 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712049121944716 Stepsize:0.13421772800000006  Objective Value:93.74714489920994  Decrease Error:3.8712049121944716 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.871204622508074 Stepsize:0.10737418240000006  Objective Value:93.74714460952356  Decrease Error:3.871204622508074 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712043907609512 Stepsize:0.08589934592000005  Objective Value:93.74714437777645  Decrease Error:3.8712043907609512 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712042053644353 Stepsize:0.06871947673600004  Objective Value:93.74714419237993  Decrease Error:3.8712042053644353 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712040570479473 Stepsize:0.054975581388800036  Objective Value:93.74714404406346  Decrease Error:3.8712040570479473 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712039383953822 Stepsize:0.043980465111040035  Objective Value:93.7471439254109  Decrease Error:3.8712039383953822 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203843473623 Stepsize:0.03518437208883203  Objective Value:93.74714383048914  Decrease Error:3.871203843473623 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203767536457 Stepsize:0.028147497671065627  Objective Value:93.74714375455197  Decrease Error:3.871203767536457 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712037067867158 Stepsize:0.022517998136852502  Objective Value:93.74714369380223  Decrease Error:3.8712037067867158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203658187113 Stepsize:0.018014398509482003  Objective Value:93.74714364520264  Decrease Error:3.871203658187113 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712036193074226 Stepsize:0.014411518807585602  Objective Value:93.74714360632295  Decrease Error:3.8712036193074226 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203588203869 Stepsize:0.011529215046068483  Objective Value:93.7471435752194  Decrease Error:3.871203588203869 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712035633208757 Stepsize:0.009223372036854787  Objective Value:93.7471435503364  Decrease Error:3.8712035633208757 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203543414566 Stepsize:0.00737869762948383  Objective Value:93.7471435304301  Decrease Error:3.871203543414566 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712035274894987 Stepsize:0.005902958103587064  Objective Value:93.74714351450503  Decrease Error:3.8712035274894987 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203514749425 Stepsize:0.004722366482869652  Objective Value:93.74714350176495  Decrease Error:3.871203514749425 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203504557471 Stepsize:0.0037778931862957215  Objective Value:93.747143491573  Decrease Error:3.871203504557471 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712034964038793 Stepsize:0.0030223145490365774  Objective Value:93.7471434834194  Decrease Error:3.8712034964038793 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.8712034898809407 Stepsize:0.002417851639229262  Objective Value:93.74714347689647  Decrease Error:3.8712034898809407 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203484662672 Stepsize:0.0019342813113834097  Objective Value:93.7471434716782  Decrease Error:3.871203484662672 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.871203480487992 Stepsize:0.0015474250491067279  Objective Value:93.74714346750352  Decrease Error:3.871203480487992 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.111503653255261e-09 Stepsize:0.0018569100589280734  Objective Value:93.74714346746396  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.1152569974298856e-09 Stepsize:0.0014855280471424588  Objective Value:93.74714346747187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.1182596716838718e-09 Stepsize:0.0011884224377139672  Objective Value:93.7471434674782  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.1206618074658255e-09 Stepsize:0.0009507379501711738  Objective Value:93.74714346748327  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.1225835181405305e-09 Stepsize:0.0007605903601369392  Objective Value:93.7471434674873  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.1241208881981776e-09 Stepsize:0.0006084722881095514  Objective Value:93.74714346749055  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.125350780295089e-09 Stepsize:0.00048677783048764115  Objective Value:93.74714346749312  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.1263346967752805e-09 Stepsize:0.00038942226439011294  Objective Value:93.7471434674952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.1271218286773647e-09 Stepsize:0.00031153781151209035  Objective Value:93.74714346749683  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.127751535060973e-09 Stepsize:0.0002492302492096723  Objective Value:93.7471434674982  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.1282553016315323e-09 Stepsize:0.00019938419936773785  Objective Value:93.74714346749924  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.1286583134974905e-09 Stepsize:0.0001595073594941903  Objective Value:93.74714346750011  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.128980723253176e-09 Stepsize:0.00012760588759535226  Objective Value:93.74714346750075  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.1292386495018945e-09 Stepsize:0.00010208471007628181  Objective Value:93.74714346750129  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.1294449927587203e-09 Stepsize:8.166776806102545e-05  Objective Value:93.74714346750177  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.129610065900508e-09 Stepsize:6.533421444882036e-05  Objective Value:93.74714346750211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.1297421245304898e-09 Stepsize:5.2267371559056295e-05  Objective Value:93.74714346750234  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.1298477725512035e-09 Stepsize:4.1813897247245036e-05  Objective Value:93.74714346750262  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.1299322898510462e-09 Stepsize:3.345111779779603e-05  Objective Value:93.74714346750278  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.1299999036529734e-09 Stepsize:2.6760894238236826e-05  Objective Value:93.74714346750292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.130053993198316e-09 Stepsize:2.1408715390589462e-05  Objective Value:93.74714346750307  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.130097266309105e-09 Stepsize:1.712697231247157e-05  Objective Value:93.74714346750311  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.1301318877576084e-09 Stepsize:1.3701577849977256e-05  Objective Value:93.74714346750324  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.1301595795821363e-09 Stepsize:1.0961262279981805e-05  Objective Value:93.74714346750324  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.1301817371644373e-09 Stepsize:8.769009823985445e-06  Objective Value:93.74714346750336  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.130199462108129e-09 Stepsize:7.015207859188356e-06  Objective Value:93.7471434675033  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.130213639203499e-09 Stepsize:5.612166287350686e-06  Objective Value:93.74714346750336  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.1302249849997633e-09 Stepsize:4.489733029880549e-06  Objective Value:93.74714346750335  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.130234059080768e-09 Stepsize:3.5917864239044394e-06  Objective Value:93.7471434675034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.130241318505492e-09 Stepsize:2.873429139123552e-06  Objective Value:93.74714346750338  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74714336774123  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74714309088965  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.7471423818266  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74714050928867  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.747135621576  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74712280590695  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.7470892649601  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74700148641686  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74677237564038  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74617859226397  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74467016639515  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.74103740414083  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.73342752684701  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.72219231708685  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.71406430244123  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.71162897792104  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.71132703352701  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.7113197184032  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:93.71131965302814  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(224.071991, dtype=float64), 'logtau': Array(5.24827256, dtype=float64), 'logamp': Array(0.11015306, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.94401528, dtype=float64), 'logtau': Array(0.09939076, dtype=float64), 'logamp': Array(0.0734684, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9590.598014978174
And log height: -93.71...
log-evidence is ~-96.46
Seems to have converged at iteration 4 / 64 with tolerance 4.77e-05 
::::::::::::::::::::::: 
Scanning at lag=236.87 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.9344788864006446e-06 Stepsize:1.0  Objective Value:88.54811870920803  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.934297736059258e-06 Stepsize:0.8  Objective Value:88.54811832216868  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.9341528164620294e-06 Stepsize:0.6400000000000001  Objective Value:88.54811801256338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.9340368812175916e-06 Stepsize:0.5120000000000001  Objective Value:88.54811776489572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.9339441332988054e-06 Stepsize:0.40960000000000013  Objective Value:88.5481175667724  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.9338699351404636e-06 Stepsize:0.32768000000000014  Objective Value:88.54811740828049  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.933810576727068e-06 Stepsize:0.2621440000000001  Objective Value:88.54811728149143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.9337630900694505e-06 Stepsize:0.2097152000000001  Objective Value:88.54811718006292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.9337251007901257e-06 Stepsize:0.1677721600000001  Objective Value:88.54811709892195  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.933694709396282e-06 Stepsize:0.13421772800000006  Objective Value:88.54811703401026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336703962998916e-06 Stepsize:0.10737418240000006  Objective Value:88.54811698208167  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336509458348806e-06 Stepsize:0.08589934592000005  Objective Value:88.54811694053924  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336353854710286e-06 Stepsize:0.06871947673600004  Objective Value:88.54811690730563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336229371849667e-06 Stepsize:0.054975581388800036  Objective Value:88.54811688071894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336129785590323e-06 Stepsize:0.043980465111040035  Objective Value:88.5481168594497  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.9336050116610034e-06 Stepsize:0.03518437208883203  Objective Value:88.54811684243437  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335986381427894e-06 Stepsize:0.028147497671065627  Objective Value:88.54811682882215  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335935393294805e-06 Stepsize:0.022517998136852502  Objective Value:88.54811681793244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335894602796283e-06 Stepsize:0.018014398509482003  Objective Value:88.54811680922073  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.933586197039805e-06 Stepsize:0.014411518807585602  Objective Value:88.54811680225133  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335835864480702e-06 Stepsize:0.011529215046068483  Objective Value:88.54811679667583  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335814979750972e-06 Stepsize:0.009223372036854787  Objective Value:88.54811679221542  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.933579827196379e-06 Stepsize:0.00737869762948383  Objective Value:88.54811678864709  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335784905740623e-06 Stepsize:0.005902958103587064  Objective Value:88.54811678579244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335774212762612e-06 Stepsize:0.004722366482869652  Objective Value:88.5481167835087  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.933576565837675e-06 Stepsize:0.0037778931862957215  Objective Value:88.54811678168168  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335758814868894e-06 Stepsize:0.0030223145490365774  Objective Value:88.54811678022013  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335753340064223e-06 Stepsize:0.002417851639229262  Objective Value:88.54811677905087  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.9335748960217637e-06 Stepsize:0.0019342813113834097  Objective Value:88.54811677811549  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.933574545634541e-06 Stepsize:0.0015474250491067279  Objective Value:88.5481167773672  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.50394675551557e-10 Stepsize:0.0018569100589280734  Objective Value:88.54811677735862  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.5201546782157037e-10 Stepsize:0.0014855280471424588  Objective Value:88.54811677736035  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.533120997552019e-10 Stepsize:0.0011884224377139672  Objective Value:88.54811677736167  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.5434940620267256e-10 Stepsize:0.0009507379501711738  Objective Value:88.54811677736276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.551792520857093e-10 Stepsize:0.0007605903601369392  Objective Value:88.5481167773637  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.5584312894392697e-10 Stepsize:0.0006084722881095514  Objective Value:88.54811677736436  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.563742298131835e-10 Stepsize:0.00048677783048764115  Objective Value:88.54811677736491  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.5679911100257835e-10 Stepsize:0.00038942226439011294  Objective Value:88.54811677736538  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.571390146144269e-10 Stepsize:0.00031153781151209035  Objective Value:88.54811677736572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.5741093845529317e-10 Stepsize:0.0002492302492096723  Objective Value:88.54811677736595  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.5762847769197176e-10 Stepsize:0.00019938419936773785  Objective Value:88.54811677736623  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.5780250940318715e-10 Stepsize:0.0001595073594941903  Objective Value:88.5481167773664  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.5794173352532696e-10 Stepsize:0.00012760588759535226  Objective Value:88.54811677736654  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.5805311222198423e-10 Stepsize:0.00010208471007628181  Objective Value:88.54811677736664  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.581422172894385e-10 Stepsize:8.166776806102545e-05  Objective Value:88.54811677736677  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.58213501308843e-10 Stepsize:6.533421444882036e-05  Objective Value:88.54811677736689  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.582705281543826e-10 Stepsize:5.2267371559056295e-05  Objective Value:88.54811677736691  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.5831614847478373e-10 Stepsize:4.1813897247245036e-05  Objective Value:88.54811677736691  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.583526454371913e-10 Stepsize:3.345111779779603e-05  Objective Value:88.54811677736699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.5838184289666424e-10 Stepsize:2.6760894238236826e-05  Objective Value:88.54811677736699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.5840520110751046e-10 Stepsize:2.1408715390589462e-05  Objective Value:88.54811677736704  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.5842388854829256e-10 Stepsize:1.712697231247157e-05  Objective Value:88.54811677736707  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.58438836890878e-10 Stepsize:1.3701577849977256e-05  Objective Value:88.54811677736707  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.584507951665021e-10 Stepsize:1.0961262279981805e-05  Objective Value:88.54811677736704  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.584603627729477e-10 Stepsize:8.769009823985445e-06  Objective Value:88.54811677736707  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.584680179382406e-10 Stepsize:7.015207859188356e-06  Objective Value:88.54811677736718  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.584741402652783e-10 Stepsize:5.612166287350686e-06  Objective Value:88.54811677736713  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.584790382061907e-10 Stepsize:4.489733029880549e-06  Objective Value:88.54811677736708  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.584829574852359e-10 Stepsize:3.5917864239044394e-06  Objective Value:88.54811677736714  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.584860934180471e-10 Stepsize:2.873429139123552e-06  Objective Value:88.54811677736714  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54811676630496  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54811673443264  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54811665388362  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54811644009501  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.5481158832741  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.5481144226614  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54811060277456  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.5481006100845  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54807453810265  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54800691654656  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54783437632312  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54741253229169  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54648764137569  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54492759697703  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54339489165174  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54273144541716  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54262349416084  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.54261887331813  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:88.5426188147174  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(236.8703912, dtype=float64), 'logtau': Array(5.24788522, dtype=float64), 'logamp': Array(0.11836839, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.86599669, dtype=float64), 'logtau': Array(0.09923545, dtype=float64), 'logamp': Array(0.07895325, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10159.090994939681
And log height: -88.54...
log-evidence is ~-91.32
Seems to have converged at iteration 5 / 64 with tolerance 4.06e-05 
::::::::::::::::::::::: 
Scanning at lag=249.67 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 12.045734593325392 Stepsize:1.0  Objective Value:100.58835340804272  Decrease Error:12.045734593325392 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 12.045733854282759 Stepsize:0.8  Objective Value:100.5883526690001  Decrease Error:12.045733854282759 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 12.045733263067177 Stepsize:0.6400000000000001  Objective Value:100.58835207778453  Decrease Error:12.045733263067177 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 12.045732790106754 Stepsize:0.5120000000000001  Objective Value:100.58835160482413  Decrease Error:12.045732790106754 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 12.045732411746087 Stepsize:0.40960000000000013  Objective Value:100.58835122646346  Decrease Error:12.045732411746087 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 12.045732109062257 Stepsize:0.32768000000000014  Objective Value:100.58835092377963  Decrease Error:12.045732109062257 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573186691843 Stepsize:0.2621440000000001  Objective Value:100.58835068163582  Decrease Error:12.04573186691843 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731673205324 Stepsize:0.2097152000000001  Objective Value:100.58835048792271  Decrease Error:12.045731673205324 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731518236082 Stepsize:0.1677721600000001  Objective Value:100.58835033295347  Decrease Error:12.045731518236082 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573139426158 Stepsize:0.13421772800000006  Objective Value:100.58835020897897  Decrease Error:12.04573139426158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731295082547 Stepsize:0.10737418240000006  Objective Value:100.58835010979995  Decrease Error:12.045731295082547 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731215739593 Stepsize:0.08589934592000005  Objective Value:100.588350030457  Decrease Error:12.045731215739593 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573115226546 Stepsize:0.06871947673600004  Objective Value:100.58834996698286  Decrease Error:12.04573115226546 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573110148624 Stepsize:0.054975581388800036  Objective Value:100.58834991620364  Decrease Error:12.04573110148624 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731060863062 Stepsize:0.043980465111040035  Objective Value:100.58834987558046  Decrease Error:12.045731060863062 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731028364486 Stepsize:0.03518437208883203  Objective Value:100.58834984308189  Decrease Error:12.045731028364486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 12.045731002365699 Stepsize:0.028147497671065627  Objective Value:100.5883498170831  Decrease Error:12.045731002365699 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730981566678 Stepsize:0.022517998136852502  Objective Value:100.58834979628408  Decrease Error:12.045730981566678 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730964927486 Stepsize:0.018014398509482003  Objective Value:100.58834977964489  Decrease Error:12.045730964927486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730951616093 Stepsize:0.014411518807585602  Objective Value:100.5883497663335  Decrease Error:12.045730951616093 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730940967132 Stepsize:0.011529215046068483  Objective Value:100.58834975568453  Decrease Error:12.045730940967132 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573093244781 Stepsize:0.009223372036854787  Objective Value:100.58834974716521  Decrease Error:12.04573093244781 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730925632327 Stepsize:0.00737869762948383  Objective Value:100.58834974034973  Decrease Error:12.045730925632327 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730920180148 Stepsize:0.005902958103587064  Objective Value:100.58834973489755  Decrease Error:12.045730920180148 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730915818211 Stepsize:0.004722366482869652  Objective Value:100.58834973053561  Decrease Error:12.045730915818211 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730912328793 Stepsize:0.0037778931862957215  Objective Value:100.5883497270462  Decrease Error:12.045730912328793 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 12.04573090953717 Stepsize:0.0030223145490365774  Objective Value:100.58834972425457  Decrease Error:12.04573090953717 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730907303962 Stepsize:0.002417851639229262  Objective Value:100.58834972202136  Decrease Error:12.045730907303962 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730905517303 Stepsize:0.0019342813113834097  Objective Value:100.5883497202347  Decrease Error:12.045730905517303 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 12.045730904088003 Stepsize:0.0015474250491067279  Objective Value:100.5883497188054  Decrease Error:12.045730904088003 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 8.793790306195371e-10 Stepsize:0.0018569100589280734  Objective Value:100.5883497187883  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 8.87419718283957e-10 Stepsize:0.0014855280471424588  Objective Value:100.58834971879175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 8.938522701221491e-10 Stepsize:0.0011884224377139672  Objective Value:100.58834971879445  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.989983059819565e-10 Stepsize:0.0009507379501711738  Objective Value:100.58834971879669  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.031151391041894e-10 Stepsize:0.0007605903601369392  Objective Value:100.58834971879841  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.064085991184467e-10 Stepsize:0.0006084722881095514  Objective Value:100.58834971879978  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.090433730279123e-10 Stepsize:0.00048677783048764115  Objective Value:100.58834971880087  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.111511935649477e-10 Stepsize:0.00038942226439011294  Objective Value:100.58834971880188  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.128374389736609e-10 Stepsize:0.00031153781151209035  Objective Value:100.58834971880248  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.141864442452993e-10 Stepsize:0.0002492302492096723  Objective Value:100.58834971880302  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.152656520133722e-10 Stepsize:0.00019938419936773785  Objective Value:100.58834971880361  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.161290123677178e-10 Stepsize:0.0001595073594941903  Objective Value:100.58834971880395  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.168197004343538e-10 Stepsize:0.00012760588759535226  Objective Value:100.58834971880422  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.17372251061135e-10 Stepsize:0.00010208471007628181  Objective Value:100.58834971880435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.178143003717026e-10 Stepsize:8.166776806102545e-05  Objective Value:100.5883497188047  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.181679268964668e-10 Stepsize:6.533421444882036e-05  Objective Value:100.58834971880486  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.184508337866555e-10 Stepsize:5.2267371559056295e-05  Objective Value:100.58834971880489  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.186771576291351e-10 Stepsize:4.1813897247245036e-05  Objective Value:100.58834971880503  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.188582175759015e-10 Stepsize:3.345111779779603e-05  Objective Value:100.5883497188051  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.190030688292893e-10 Stepsize:2.6760894238236826e-05  Objective Value:100.58834971880512  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.191189469751268e-10 Stepsize:2.1408715390589462e-05  Objective Value:100.58834971880526  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.192116472908663e-10 Stepsize:1.712697231247157e-05  Objective Value:100.58834971880526  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.192858101618062e-10 Stepsize:1.3701577849977256e-05  Objective Value:100.58834971880529  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.193451406320305e-10 Stepsize:1.0961262279981805e-05  Objective Value:100.58834971880539  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.193926062170953e-10 Stepsize:8.769009823985445e-06  Objective Value:100.5883497188054  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.194305734863978e-10 Stepsize:7.015207859188356e-06  Objective Value:100.58834971880532  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.194609528312708e-10 Stepsize:5.612166287350686e-06  Objective Value:100.58834971880535  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.194852530816678e-10 Stepsize:4.489733029880549e-06  Objective Value:100.58834971880539  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.19504696567118e-10 Stepsize:3.5917864239044394e-06  Objective Value:100.58834971880536  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.195202455170494e-10 Stepsize:2.873429139123552e-06  Objective Value:100.58834971880539  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834970178046  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834959916854  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834938713866  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834877477027  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834722828729  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58834312126194  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58833242172312  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58830433781006  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58823083197198  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58803833704562  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.5875355810744  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58623165135502  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.58291833855283  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.57494881945479  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.55836260532135  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.53469486971682  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.51958810320893  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.51579439253918  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.51535189172516  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.51534283962657  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.5153427756118  Decrease Error:0.0 
Change of 0.07 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(249.6687914, dtype=float64), 'logtau': Array(5.20075604, dtype=float64), 'logamp': Array(0.12881429, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.79038509, dtype=float64), 'logtau': Array(0.08034561, dtype=float64), 'logamp': Array(0.08592903, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9495.535496209899
And log height: -100.52...
log-evidence is ~-103.26
Seems to have converged at iteration 6 / 64 with tolerance 5.18e-05 
::::::::::::::::::::::: 
Scanning at lag=262.47 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 16.232537720115232 Stepsize:1.0  Objective Value:116.74788049572693  Decrease Error:16.232537720115232 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 16.23253565030474 Stepsize:0.8  Objective Value:116.74787842591647  Decrease Error:16.23253565030474 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 16.232533994483802 Stepsize:0.6400000000000001  Objective Value:116.74787677009554  Decrease Error:16.232533994483802 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 16.23253266984476 Stepsize:0.5120000000000001  Objective Value:116.7478754454565  Decrease Error:16.23253266984476 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 16.23253161014476 Stepsize:0.40960000000000013  Objective Value:116.74787438575652  Decrease Error:16.23253161014476 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 16.23253076239179 Stepsize:0.32768000000000014  Objective Value:116.74787353800356  Decrease Error:16.23253076239179 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 16.232530084194067 Stepsize:0.2621440000000001  Objective Value:116.74787285980584  Decrease Error:16.232530084194067 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252954163887 Stepsize:0.2097152000000001  Objective Value:116.74787231725065  Decrease Error:16.23252954163887 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 16.232529107596577 Stepsize:0.1677721600000001  Objective Value:116.74787188320836  Decrease Error:16.232529107596577 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252876036399 Stepsize:0.13421772800000006  Objective Value:116.74787153597578  Decrease Error:16.23252876036399 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 16.232528482578687 Stepsize:0.10737418240000006  Objective Value:116.74787125819047  Decrease Error:16.232528482578687 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 16.232528260350932 Stepsize:0.08589934592000005  Objective Value:116.74787103596272  Decrease Error:16.232528260350932 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 16.232528082569132 Stepsize:0.06871947673600004  Objective Value:116.74787085818093  Decrease Error:16.232528082569132 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527940343772 Stepsize:0.054975581388800036  Objective Value:116.74787071595557  Decrease Error:16.232527940343772 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252782656364 Stepsize:0.043980465111040035  Objective Value:116.74787060217544  Decrease Error:16.23252782656364 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252773553955 Stepsize:0.03518437208883203  Objective Value:116.74787051115135  Decrease Error:16.23252773553955 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252766272057 Stepsize:0.028147497671065627  Objective Value:116.74787043833237  Decrease Error:16.23252766272057 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252760446516 Stepsize:0.022517998136852502  Objective Value:116.74787038007696  Decrease Error:16.23252760446516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527557861005 Stepsize:0.018014398509482003  Objective Value:116.7478703334728  Decrease Error:16.232527557861005 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527520577477 Stepsize:0.014411518807585602  Objective Value:116.74787029618928  Decrease Error:16.232527520577477 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252749075091 Stepsize:0.011529215046068483  Objective Value:116.74787026636271  Decrease Error:16.23252749075091 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527466889636 Stepsize:0.009223372036854787  Objective Value:116.74787024250143  Decrease Error:16.232527466889636 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252744780052 Stepsize:0.00737869762948383  Objective Value:116.74787022341232  Decrease Error:16.23252744780052 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527432529267 Stepsize:0.005902958103587064  Objective Value:116.74787020814107  Decrease Error:16.232527432529267 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252742031228 Stepsize:0.004722366482869652  Objective Value:116.74787019592408  Decrease Error:16.23252742031228 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252741053858 Stepsize:0.0037778931862957215  Objective Value:116.74787018615038  Decrease Error:16.23252741053858 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527402719782 Stepsize:0.0030223145490365774  Objective Value:116.74787017833158  Decrease Error:16.232527402719782 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 16.23252739646476 Stepsize:0.002417851639229262  Objective Value:116.74787017207656  Decrease Error:16.23252739646476 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527391460707 Stepsize:0.0019342813113834097  Objective Value:116.7478701670725  Decrease Error:16.232527391460707 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 16.232527387457424 Stepsize:0.0015474250491067279  Objective Value:116.74787016306922  Decrease Error:16.232527387457424 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.0071870468744487e-09 Stepsize:0.0018569100589280734  Objective Value:116.74787016303111  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.0164015192266522e-09 Stepsize:0.0014855280471424588  Objective Value:116.74787016303874  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.0237730951783023e-09 Stepsize:0.0011884224377139672  Objective Value:116.74787016304475  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.029670363745878e-09 Stepsize:0.0009507379501711738  Objective Value:116.74787016304958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.0343881750654394e-09 Stepsize:0.0007605903601369392  Objective Value:116.7478701630535  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.038162418786814e-09 Stepsize:0.0006084722881095514  Objective Value:116.74787016305658  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.0411818194342908e-09 Stepsize:0.00048677783048764115  Objective Value:116.7478701630592  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.0435973381199707e-09 Stepsize:0.00038942226439011294  Objective Value:116.74787016306118  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.0455297545863976e-09 Stepsize:0.00031153781151209035  Objective Value:116.74787016306279  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.0470756829565235e-09 Stepsize:0.0002492302492096723  Objective Value:116.74787016306401  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.0483124297725925e-09 Stepsize:0.00019938419936773785  Objective Value:116.74787016306516  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.0493018275723924e-09 Stepsize:0.0001595073594941903  Objective Value:116.74787016306588  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.0500933432968833e-09 Stepsize:0.00012760588759535226  Objective Value:116.74787016306661  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.0507265611131725e-09 Stepsize:0.00010208471007628181  Objective Value:116.74787016306706  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.051233124383236e-09 Stepsize:8.166776806102545e-05  Objective Value:116.74787016306743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.0516383831091188e-09 Stepsize:6.533421444882036e-05  Objective Value:116.74787016306784  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.0519625927894885e-09 Stepsize:5.2267371559056295e-05  Objective Value:116.74787016306817  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.0522219522179537e-09 Stepsize:4.1813897247245036e-05  Objective Value:116.74787016306836  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.0524294462334128e-09 Stepsize:3.345111779779603e-05  Objective Value:116.74787016306848  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.052595434875515e-09 Stepsize:2.6760894238236826e-05  Objective Value:116.7478701630686  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.052728231535468e-09 Stepsize:2.1408715390589462e-05  Objective Value:116.74787016306863  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.0528344687116423e-09 Stepsize:1.712697231247157e-05  Objective Value:116.74787016306882  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.0529194639820128e-09 Stepsize:1.3701577849977256e-05  Objective Value:116.74787016306901  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.0529874477950363e-09 Stepsize:1.0961262279981805e-05  Objective Value:116.74787016306902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.0530418415675086e-09 Stepsize:8.769009823985445e-06  Objective Value:116.74787016306904  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.0530853506549006e-09 Stepsize:7.015207859188356e-06  Objective Value:116.74787016306902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.0531201601040605e-09 Stepsize:5.612166287350686e-06  Objective Value:116.74787016306902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.0531480123363e-09 Stepsize:4.489733029880549e-06  Objective Value:116.74787016306904  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.0531702867278324e-09 Stepsize:3.5917864239044394e-06  Objective Value:116.747870163069  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.0531881146978355e-09 Stepsize:2.873429139123552e-06  Objective Value:116.74787016306917  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74787008213839  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74786954414648  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74786845328804  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.7478652751703  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74785727164065  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74783598241578  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74778051058682  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74763473547  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74725260295943  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74624933468822  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.74361880740302  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.73675536689665  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.71915226212863  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.67618969274503  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.58551083341129  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.46429606238281  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.40873464098658  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.39822022375692  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.39693102719845  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.39691208166369  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:116.39691201198528  Decrease Error:0.0 
Change of 0.35 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(262.4671916, dtype=float64), 'logtau': Array(5.06179078, dtype=float64), 'logamp': Array(0.13968963, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.71686371, dtype=float64), 'logtau': Array(0.02471757, dtype=float64), 'logamp': Array(0.09319381, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9056.90819479338
And log height: -116.40...
log-evidence is ~-119.11
Seems to have converged at iteration 7 / 64 with tolerance 7.21e-05 
::::::::::::::::::::::: 
Scanning at lag=275.27 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 15.022494753122658 Stepsize:1.0  Objective Value:131.41940676510777  Decrease Error:15.022494753122658 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 15.022491914984371 Stepsize:0.8  Objective Value:131.41940392696952  Decrease Error:15.022491914984371 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 15.022489644520988 Stepsize:0.6400000000000001  Objective Value:131.41940165650615  Decrease Error:15.022489644520988 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 15.022487828180658 Stepsize:0.5120000000000001  Objective Value:131.41939984016585  Decrease Error:15.022487828180658 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 15.0224863751274 Stepsize:0.40960000000000013  Objective Value:131.4193983871126  Decrease Error:15.0224863751274 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 15.022485212697376 Stepsize:0.32768000000000014  Objective Value:131.4193972246826  Decrease Error:15.022485212697376 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 15.022484282761312 Stepsize:0.2621440000000001  Objective Value:131.41939629474655  Decrease Error:15.022484282761312 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 15.022483538817397 Stepsize:0.2097152000000001  Objective Value:131.41939555080265  Decrease Error:15.022483538817397 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 15.02248294366558 Stepsize:0.1677721600000001  Objective Value:131.41939495565083  Decrease Error:15.02248294366558 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 15.02248246754607 Stepsize:0.13421772800000006  Objective Value:131.41939447953132  Decrease Error:15.02248246754607 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 15.022482086652005 Stepsize:0.10737418240000006  Objective Value:131.41939409863727  Decrease Error:15.022482086652005 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 15.022481781937486 Stepsize:0.08589934592000005  Objective Value:131.41939379392275  Decrease Error:15.022481781937486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 15.022481538166389 Stepsize:0.06871947673600004  Objective Value:131.41939355015165  Decrease Error:15.022481538166389 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 15.022481343150005 Stepsize:0.054975581388800036  Objective Value:131.41939335513527  Decrease Error:15.022481343150005 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 15.022481187136904 Stepsize:0.043980465111040035  Objective Value:131.41939319912217  Decrease Error:15.022481187136904 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 15.022481062326705 Stepsize:0.03518437208883203  Objective Value:131.41939307431198  Decrease Error:15.022481062326705 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480962478681 Stepsize:0.028147497671065627  Objective Value:131.41939297446396  Decrease Error:15.022480962478681 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 15.02248088260015 Stepsize:0.022517998136852502  Objective Value:131.41939289458543  Decrease Error:15.02248088260015 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480818697403 Stepsize:0.018014398509482003  Objective Value:131.41939283068268  Decrease Error:15.022480818697403 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480767575303 Stepsize:0.014411518807585602  Objective Value:131.41939277956058  Decrease Error:15.022480767575303 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480726677657 Stepsize:0.011529215046068483  Objective Value:131.41939273866294  Decrease Error:15.022480726677657 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480693959693 Stepsize:0.009223372036854787  Objective Value:131.41939270594497  Decrease Error:15.022480693959693 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480667785175 Stepsize:0.00737869762948383  Objective Value:131.41939267977045  Decrease Error:15.022480667785175 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480646845452 Stepsize:0.005902958103587064  Objective Value:131.41939265883073  Decrease Error:15.022480646845452 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480630093781 Stepsize:0.004722366482869652  Objective Value:131.41939264207906  Decrease Error:15.022480630093781 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480616692434 Stepsize:0.0037778931862957215  Objective Value:131.4193926286777  Decrease Error:15.022480616692434 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480605971225 Stepsize:0.0030223145490365774  Objective Value:131.4193926179565  Decrease Error:15.022480605971225 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480597394463 Stepsize:0.002417851639229262  Objective Value:131.41939260937974  Decrease Error:15.022480597394463 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480590533064 Stepsize:0.0019342813113834097  Objective Value:131.41939260251834  Decrease Error:15.022480590533064 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 15.022480585043809 Stepsize:0.0015474250491067279  Objective Value:131.4193925970291  Decrease Error:15.022480585043809 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.461745070496283e-09 Stepsize:0.0018569100589280734  Objective Value:131.4193925969832  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.4644426199114916e-09 Stepsize:0.0014855280471424588  Objective Value:131.4193925969923  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.466600663281689e-09 Stepsize:0.0011884224377139672  Objective Value:131.41939259699973  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.4683270932615677e-09 Stepsize:0.0009507379501711738  Objective Value:131.41939259700558  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.469708240438446e-09 Stepsize:0.0007605903601369392  Objective Value:131.4193925970102  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.470813154192795e-09 Stepsize:0.0006084722881095514  Objective Value:131.419392597014  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.471697091999643e-09 Stepsize:0.00048677783048764115  Objective Value:131.41939259701695  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.4724042358700127e-09 Stepsize:0.00038942226439011294  Objective Value:131.41939259701934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.4729699577778085e-09 Stepsize:0.00031153781151209035  Objective Value:131.4193925970215  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.4734225265328495e-09 Stepsize:0.0002492302492096723  Objective Value:131.41939259702295  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.4737845889230097e-09 Stepsize:0.00019938419936773785  Objective Value:131.41939259702417  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.4740742367046805e-09 Stepsize:0.0001595073594941903  Objective Value:131.41939259702517  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.4743059548730966e-09 Stepsize:0.00012760588759535226  Objective Value:131.419392597026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.4744913301749025e-09 Stepsize:0.00010208471007628181  Objective Value:131.4193925970265  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.4746396264129307e-09 Stepsize:8.166776806102545e-05  Objective Value:131.41939259702716  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.4747582671601138e-09 Stepsize:6.533421444882036e-05  Objective Value:131.41939259702758  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.4748531805222228e-09 Stepsize:5.2267371559056295e-05  Objective Value:131.41939259702778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.4749291077831206e-09 Stepsize:4.1813897247245036e-05  Objective Value:131.41939259702818  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.4749898562813663e-09 Stepsize:3.345111779779603e-05  Objective Value:131.41939259702824  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.4750384427552946e-09 Stepsize:2.6760894238236826e-05  Objective Value:131.4193925970284  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.475077321838624e-09 Stepsize:2.1408715390589462e-05  Objective Value:131.41939259702866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.4751084235602997e-09 Stepsize:1.712697231247157e-05  Objective Value:131.41939259702866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.475133302137688e-09 Stepsize:1.3701577849977256e-05  Objective Value:131.41939259702872  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.475153205623015e-09 Stepsize:1.0961262279981805e-05  Objective Value:131.41939259702892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.4751691303438667e-09 Stepsize:8.769009823985445e-06  Objective Value:131.4193925970289  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.47518187039702e-09 Stepsize:7.015207859188356e-06  Objective Value:131.419392597029  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.4751920584822043e-09 Stepsize:5.612166287350686e-06  Objective Value:131.41939259702883  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.4752002163581633e-09 Stepsize:4.489733029880549e-06  Objective Value:131.41939259702897  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.4752067356929315e-09 Stepsize:3.5917864239044394e-06  Objective Value:131.419392597029  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.4752119504885407e-09 Stepsize:2.873429139123552e-06  Objective Value:131.41939259702903  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41939236042847  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41939149352774  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41938946948673  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41938392150132  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41936963691538  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41933196538565  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.4192334962454  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41897519248636  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41829899139987  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.41653354358849  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.411972649774  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.40053196091657  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.37404022748794  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.32480825366315  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.27397915878453  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.25523631556595  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.25177926454498  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.25154372053984  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.25154173290855  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.2515417172486  Decrease Error:0.0 
Change of 0.17 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(275.2655918, dtype=float64), 'logtau': Array(4.97100623, dtype=float64), 'logamp': Array(0.15160516, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.64515583, dtype=float64), 'logtau': Array(-0.01159764, dtype=float64), 'logamp': Array(0.10115627, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9014.163480619356
And log height: -131.25...
log-evidence is ~-133.97
Seems to have converged at iteration 8 / 64 with tolerance 1.92e-05 
::::::::::::::::::::::: 
Scanning at lag=288.06 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 20.816287799741644 Stepsize:1.0  Objective Value:152.06782951699023  Decrease Error:20.816287799741644 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 20.816287877502077 Stepsize:0.8  Objective Value:152.06782959475066  Decrease Error:20.816287877502077 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 20.816287939715068 Stepsize:0.6400000000000001  Objective Value:152.06782965696368  Decrease Error:20.816287939715068 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 20.816287989488984 Stepsize:0.5120000000000001  Objective Value:152.0678297067376  Decrease Error:20.816287989488984 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 20.8162880293101 Stepsize:0.40960000000000013  Objective Value:152.06782974655871  Decrease Error:20.8162880293101 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628806116828 Stepsize:0.32768000000000014  Objective Value:152.0678297784169  Decrease Error:20.81628806116828 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628808665576 Stepsize:0.2621440000000001  Objective Value:152.06782980390437  Decrease Error:20.81628808665576 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288107046148 Stepsize:0.2097152000000001  Objective Value:152.06782982429476  Decrease Error:20.816288107046148 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288123358873 Stepsize:0.1677721600000001  Objective Value:152.0678298406075  Decrease Error:20.816288123358873 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628813640927 Stepsize:0.13421772800000006  Objective Value:152.06782985365788  Decrease Error:20.81628813640927 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288146849786 Stepsize:0.10737418240000006  Objective Value:152.0678298640984  Decrease Error:20.816288146849786 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288155202017 Stepsize:0.08589934592000005  Objective Value:152.06782987245063  Decrease Error:20.816288155202017 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288161884216 Stepsize:0.06871947673600004  Objective Value:152.06782987913283  Decrease Error:20.816288161884216 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628816722997 Stepsize:0.054975581388800036  Objective Value:152.06782988447858  Decrease Error:20.81628816722997 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628817150633 Stepsize:0.043980465111040035  Objective Value:152.06782988875494  Decrease Error:20.81628817150633 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288174927678 Stepsize:0.03518437208883203  Objective Value:152.0678298921763  Decrease Error:20.816288174927678 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628817766486 Stepsize:0.028147497671065627  Objective Value:152.06782989491347  Decrease Error:20.81628817766486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628817985441 Stepsize:0.022517998136852502  Objective Value:152.06782989710302  Decrease Error:20.81628817985441 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628818160604 Stepsize:0.018014398509482003  Objective Value:152.06782989885465  Decrease Error:20.81628818160604 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288183007202 Stepsize:0.014411518807585602  Objective Value:152.06782990025582  Decrease Error:20.816288183007202 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288184128467 Stepsize:0.011529215046068483  Objective Value:152.06782990137708  Decrease Error:20.816288184128467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 20.8162881850252 Stepsize:0.009223372036854787  Objective Value:152.06782990227381  Decrease Error:20.8162881850252 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288185742764 Stepsize:0.00737869762948383  Objective Value:152.06782990299138  Decrease Error:20.816288185742764 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288186316683 Stepsize:0.005902958103587064  Objective Value:152.0678299035653  Decrease Error:20.816288186316683 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288186776006 Stepsize:0.004722366482869652  Objective Value:152.06782990402462  Decrease Error:20.816288186776006 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628818714333 Stepsize:0.0037778931862957215  Objective Value:152.06782990439194  Decrease Error:20.81628818714333 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288187437152 Stepsize:0.0030223145490365774  Objective Value:152.06782990468577  Decrease Error:20.816288187437152 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628818767237 Stepsize:0.002417851639229262  Objective Value:152.06782990492098  Decrease Error:20.81628818767237 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 20.81628818786055 Stepsize:0.0019342813113834097  Objective Value:152.06782990510916  Decrease Error:20.81628818786055 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 20.816288188010873 Stepsize:0.0015474250491067279  Objective Value:152.0678299052595  Decrease Error:20.816288188010873 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:152.06782990523345  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.648931275423737e-11 Stepsize:0.002228292070713688  Objective Value:152.0678299052345  Decrease Error:1.0516032489249483e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.643733954637786e-11 Stepsize:0.0017826336565709507  Objective Value:152.0678299052343  Decrease Error:8.526512829121202e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.6395759646827015e-11 Stepsize:0.0014261069252567607  Objective Value:152.06782990523413  Decrease Error:6.821210263296962e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.63624967468446e-11 Stepsize:0.0011408855402054085  Objective Value:152.06782990523402  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.633588647835827e-11 Stepsize:0.0009127084321643268  Objective Value:152.0678299052339  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.6314597983201304e-11 Stepsize:0.0007301667457314615  Objective Value:152.0678299052338  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.629756763193743e-11 Stepsize:0.0005841333965851692  Objective Value:152.06782990523382  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.6283942744450746e-11 Stepsize:0.0004673067172681354  Objective Value:152.0678299052338  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.6273043583577335e-11 Stepsize:0.00037384537381450836  Objective Value:152.06782990523368  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.626432315830975e-11 Stepsize:0.00029907629905160673  Objective Value:152.0678299052336  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.6257348164708667e-11 Stepsize:0.0002392610392412854  Objective Value:152.06782990523354  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.6251766954504925e-11 Stepsize:0.00019140883139302832  Objective Value:152.06782990523365  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.624730289605532e-11 Stepsize:0.00015312706511442267  Objective Value:152.06782990523368  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.624373118342751e-11 Stepsize:0.00012250165209153814  Objective Value:152.0678299052336  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.624087460292938e-11 Stepsize:9.800132167323052e-05  Objective Value:152.0678299052335  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.623858753350366e-11 Stepsize:7.840105733858443e-05  Objective Value:152.0678299052337  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.6236758984188116e-11 Stepsize:6.272084587086754e-05  Objective Value:152.06782990523348  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.6235296407315895e-11 Stepsize:5.0176676696694036e-05  Objective Value:152.0678299052334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.623412630837926e-11 Stepsize:4.014134135735523e-05  Objective Value:152.0678299052334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.623319043268727e-11 Stepsize:3.211307308588419e-05  Objective Value:152.06782990523348  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.623244074669554e-11 Stepsize:2.5690458468707354e-05  Objective Value:152.0678299052334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.623184116934163e-11 Stepsize:2.0552366774965883e-05  Objective Value:152.0678299052336  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.6231362363639405e-11 Stepsize:1.6441893419972708e-05  Objective Value:152.0678299052334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.623097854675298e-11 Stepsize:1.3153514735978166e-05  Objective Value:152.06782990523342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.6230672181712224e-11 Stepsize:1.0522811788782534e-05  Objective Value:152.06782990523342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.6230426951274434e-11 Stepsize:8.418249431026028e-06  Objective Value:152.06782990523348  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.623023032358716e-11 Stepsize:6.734599544820823e-06  Objective Value:152.0678299052335  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.623007284745677e-11 Stepsize:5.387679635856659e-06  Objective Value:152.06782990523348  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.6229947152849594e-11 Stepsize:4.310143708685327e-06  Objective Value:152.0678299052333  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.622984687261897e-11 Stepsize:3.448114966948262e-06  Objective Value:152.06782990523354  Decrease Error:8.526512829121202e-14 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0678299021239  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0678298957445  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06782987717028  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06782983040907  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0678297061255  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06782938264018  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0678285340007  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06782631465236  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06782050507408  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06780531015974  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0677655946168  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0676619894581  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0673928918619  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06670136740684  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0649709128384  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.06092055145032  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0528507865655  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0413078767499  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0314176702338  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.02752839346033  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.02715670031938  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.02714462823494  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.0271445249793  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(288.063992, dtype=float64), 'logtau': Array(5.03035371, dtype=float64), 'logamp': Array(0.15234268, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.57501698, dtype=float64), 'logtau': Array(0.01214163, dtype=float64), 'logamp': Array(0.10164922, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8302.396303795826
And log height: -152.03...
log-evidence is ~-154.70
Seems to have converged at iteration 9 / 64 with tolerance 1.11e-05 
::::::::::::::::::::::: 
Scanning at lag=300.86 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715134893453467 Stepsize:1.0  Objective Value:155.39865801432464  Decrease Error:3.3715134893453467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.371513825828231 Stepsize:0.8  Objective Value:155.39865835080752  Decrease Error:3.371513825828231 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.371514095016181 Stepsize:0.6400000000000001  Objective Value:155.39865861999547  Decrease Error:3.371514095016181 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715143103671608 Stepsize:0.5120000000000001  Objective Value:155.39865883534645  Decrease Error:3.3715143103671608 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715144826491326 Stepsize:0.40960000000000013  Objective Value:155.39865900762842  Decrease Error:3.3715144826491326 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715146204746986 Stepsize:0.32768000000000014  Objective Value:155.398659145454  Decrease Error:3.3715146204746986 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715147307356403 Stepsize:0.2621440000000001  Objective Value:155.39865925571493  Decrease Error:3.3715147307356403 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715148189445756 Stepsize:0.2097152000000001  Objective Value:155.39865934392387  Decrease Error:3.3715148189445756 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715148895118716 Stepsize:0.1677721600000001  Objective Value:155.39865941449116  Decrease Error:3.3715148895118716 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715149459655436 Stepsize:0.13421772800000006  Objective Value:155.39865947094484  Decrease Error:3.3715149459655436 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715149911286915 Stepsize:0.10737418240000006  Objective Value:155.39865951610798  Decrease Error:3.3715149911286915 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515027259136 Stepsize:0.08589934592000005  Objective Value:155.39865955223843  Decrease Error:3.371515027259136 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515056163588 Stepsize:0.06871947673600004  Objective Value:155.39865958114288  Decrease Error:3.371515056163588 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715150792870077 Stepsize:0.054975581388800036  Objective Value:155.3986596042663  Decrease Error:3.3715150792870077 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515097786073 Stepsize:0.043980465111040035  Objective Value:155.39865962276536  Decrease Error:3.371515097786073 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151125851435 Stepsize:0.03518437208883203  Objective Value:155.39865963756444  Decrease Error:3.3715151125851435 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515124424235 Stepsize:0.028147497671065627  Objective Value:155.39865964940353  Decrease Error:3.371515124424235 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151338958833 Stepsize:0.022517998136852502  Objective Value:155.39865965887518  Decrease Error:3.3715151338958833 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515141473026 Stepsize:0.018014398509482003  Objective Value:155.39865966645232  Decrease Error:3.371515141473026 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151475347795 Stepsize:0.014411518807585602  Objective Value:155.39865967251407  Decrease Error:3.3715151475347795 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151523839495 Stepsize:0.011529215046068483  Objective Value:155.39865967736324  Decrease Error:3.3715151523839495 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515156263399 Stepsize:0.009223372036854787  Objective Value:155.3986596812427  Decrease Error:3.371515156263399 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151593672203 Stepsize:0.00737869762948383  Objective Value:155.3986596843465  Decrease Error:3.3715151593672203 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151618498 Stepsize:0.005902958103587064  Objective Value:155.3986596868291  Decrease Error:3.3715151618498 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151638362784 Stepsize:0.004722366482869652  Objective Value:155.39865968881557  Decrease Error:3.3715151638362784 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515165425194 Stepsize:0.0037778931862957215  Objective Value:155.3986596904045  Decrease Error:3.371515165425194 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515166696639 Stepsize:0.0030223145490365774  Objective Value:155.39865969167593  Decrease Error:3.371515166696639 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515167713369 Stepsize:0.002417851639229262  Objective Value:155.39865969269266  Decrease Error:3.371515167713369 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.3715151685270257 Stepsize:0.0019342813113834097  Objective Value:155.39865969350632  Decrease Error:3.3715151685270257 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.371515169178025 Stepsize:0.0015474250491067279  Objective Value:155.39865969415732  Decrease Error:3.371515169178025 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.8766405878502868e-10 Stepsize:0.0018569100589280734  Objective Value:155.39865969415962  Decrease Error:2.3021584638627246e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.7480973295798792e-10 Stepsize:0.0014855280471424588  Objective Value:155.39865969415914  Decrease Error:1.8189894035458565e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.645262675810081e-10 Stepsize:0.0011884224377139672  Objective Value:155.3986596941587  Decrease Error:1.3926637620897964e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.5629950775859123e-10 Stepsize:0.0009507379501711738  Objective Value:155.39865969415848  Decrease Error:1.1652900866465643e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4971808393035975e-10 Stepsize:0.0007605903601369392  Objective Value:155.39865969415828  Decrease Error:9.663381206337363e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.4445295044057373e-10 Stepsize:0.0006084722881095514  Objective Value:155.39865969415817  Decrease Error:8.526512829121202e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.402408461424099e-10 Stepsize:0.00048677783048764115  Objective Value:155.3986596941579  Decrease Error:5.968558980384842e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.368711610775756e-10 Stepsize:0.00038942226439011294  Objective Value:155.39865969415763  Decrease Error:3.126388037344441e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.3417541391475392e-10 Stepsize:0.00031153781151209035  Objective Value:155.3986596941576  Decrease Error:2.8421709430404007e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.320188091588665e-10 Stepsize:0.0002492302492096723  Objective Value:155.39865969415757  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.302935262106763e-10 Stepsize:0.00019938419936773785  Objective Value:155.3986596941574  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.2891330502376848e-10 Stepsize:0.0001595073594941903  Objective Value:155.39865969415746  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.2780913363619938e-10 Stepsize:0.00012760588759535226  Objective Value:155.39865969415743  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.2692578875241452e-10 Stepsize:0.00010208471007628181  Objective Value:155.39865969415732  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.2621910902899498e-10 Stepsize:8.166776806102545e-05  Objective Value:155.39865969415737  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.25653778043845e-10 Stepsize:6.533421444882036e-05  Objective Value:155.39865969415746  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.252015052217869e-10 Stepsize:5.2267371559056295e-05  Objective Value:155.39865969415735  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.24839695735336e-10 Stepsize:4.1813897247245036e-05  Objective Value:155.3986596941574  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.2455023061462615e-10 Stepsize:3.345111779779603e-05  Objective Value:155.39865969415735  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.2431867289457908e-10 Stepsize:2.6760894238236826e-05  Objective Value:155.39865969415726  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.2413342139510876e-10 Stepsize:2.1408715390589462e-05  Objective Value:155.3986596941574  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.2398521453599716e-10 Stepsize:1.712697231247157e-05  Objective Value:155.3986596941573  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.2386666125682434e-10 Stepsize:1.3701577849977256e-05  Objective Value:155.39865969415726  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.2377181058870597e-10 Stepsize:1.0961262279981805e-05  Objective Value:155.39865969415726  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.2369593367544652e-10 Stepsize:8.769009823985445e-06  Objective Value:155.39865969415735  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.2363523396629862e-10 Stepsize:7.015207859188356e-06  Objective Value:155.39865969415746  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.23586658076894e-10 Stepsize:5.612166287350686e-06  Objective Value:155.39865969415726  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.2354781555828274e-10 Stepsize:4.489733029880549e-06  Objective Value:155.39865969415732  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.2351674378769224e-10 Stepsize:3.5917864239044394e-06  Objective Value:155.39865969415743  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.2349187625561357e-10 Stepsize:2.873429139123552e-06  Objective Value:155.39865969415735  Decrease Error:2.842170943040401e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.8592510024286942e-10 Stepsize:1.0  Objective Value:155.3986596918995  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.9431732498126744e-10 Stepsize:0.8  Objective Value:155.3986596923478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.0103109666226876e-10 Stepsize:0.6400000000000001  Objective Value:155.3986596927074  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.0640210907903212e-10 Stepsize:0.5120000000000001  Objective Value:155.39865969299615  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.1069891559110733e-10 Stepsize:0.40960000000000013  Objective Value:155.3986596932274  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.1413635902267594e-10 Stepsize:0.32768000000000014  Objective Value:155.3986596934128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.1688631265526834e-10 Stepsize:0.2621440000000001  Objective Value:155.39865969356143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.1908627437481851e-10 Stepsize:0.2097152000000001  Objective Value:155.39865969368034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.2084624352209857e-10 Stepsize:0.1677721600000001  Objective Value:155.3986596937757  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.222542181687337e-10 Stepsize:0.13421772800000006  Objective Value:155.39865969385176  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.23380598045284e-10 Stepsize:0.10737418240000006  Objective Value:155.39865969391283  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2428170168462166e-10 Stepsize:0.08589934592000005  Objective Value:155.39865969396158  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.2500258444633636e-10 Stepsize:0.06871947673600004  Objective Value:155.3986596940009  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.2557929050459744e-10 Stepsize:0.054975581388800036  Objective Value:155.39865969403218  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.2604065543252147e-10 Stepsize:0.043980465111040035  Objective Value:155.398659694057  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.2640974731184144e-10 Stepsize:0.03518437208883203  Objective Value:155.39865969407697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2670502075261698e-10 Stepsize:0.028147497671065627  Objective Value:155.3986596940931  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.2694123972207785e-10 Stepsize:0.022517998136852502  Objective Value:155.3986596941058  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.2713021495795528e-10 Stepsize:0.018014398509482003  Objective Value:155.39865969411636  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.2728139473499922e-10 Stepsize:0.014411518807585602  Objective Value:155.3986596941245  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.2740233863761072e-10 Stepsize:0.011529215046068483  Objective Value:155.39865969413103  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.2749909395926089e-10 Stepsize:0.009223372036854787  Objective Value:155.3986596941364  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2757649798822093e-10 Stepsize:0.00737869762948383  Objective Value:155.3986596941404  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2763842146007785e-10 Stepsize:0.005902958103587064  Objective Value:155.39865969414396  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2768796013625823e-10 Stepsize:0.004722366482869652  Objective Value:155.39865969414655  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.2772759128320096e-10 Stepsize:0.0037778931862957215  Objective Value:155.39865969414876  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.2775929563324306e-10 Stepsize:0.0030223145490365774  Objective Value:155.39865969415044  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.277846597011176e-10 Stepsize:0.002417851639229262  Objective Value:155.39865969415183  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.278049506972416e-10 Stepsize:0.0019342813113834097  Objective Value:155.39865969415303  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.2782118354496278e-10 Stepsize:0.0015474250491067279  Objective Value:155.3986596941538  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.4294261710243624e-08 Stepsize:0.0018569100589280734  Objective Value:155.3986596936987  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.4340224589493384e-08 Stepsize:0.0014855280471424588  Objective Value:155.3986596937896  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.437699488658699e-08 Stepsize:0.0011884224377139672  Objective Value:155.3986596938624  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.4406411135971257e-08 Stepsize:0.0009507379501711738  Objective Value:155.3986596939208  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.4429944107224362e-08 Stepsize:0.0007605903601369392  Objective Value:155.39865969396732  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.4448770495264024e-08 Stepsize:0.0006084722881095514  Objective Value:155.3986596940045  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.4463831585551278e-08 Stepsize:0.00048677783048764115  Objective Value:155.3986596940343  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.4475880496682255e-08 Stepsize:0.00038942226439011294  Objective Value:155.39865969405818  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.4485519609649264e-08 Stepsize:0.00031153781151209035  Objective Value:155.39865969407745  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.4493230902191276e-08 Stepsize:0.0002492302492096723  Objective Value:155.39865969409263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.4499399925166024e-08 Stepsize:0.00019938419936773785  Objective Value:155.39865969410496  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.4504335163690298e-08 Stepsize:0.0001595073594941903  Objective Value:155.39865969411457  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.4508283331112635e-08 Stepsize:0.00012760588759535226  Objective Value:155.39865969412253  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.4511441855878154e-08 Stepsize:0.00010208471007628181  Objective Value:155.3986596941288  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.451396869756977e-08 Stepsize:8.166776806102545e-05  Objective Value:155.39865969413378  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.4515990171161585e-08 Stepsize:6.533421444882036e-05  Objective Value:155.39865969413776  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.451760734457066e-08 Stepsize:5.2267371559056295e-05  Objective Value:155.39865969414092  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.45189010801971e-08 Stepsize:4.1813897247245036e-05  Objective Value:155.39865969414362  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.4519936063168822e-08 Stepsize:3.345111779779603e-05  Objective Value:155.3986596941456  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.4520764050261773e-08 Stepsize:2.6760894238236826e-05  Objective Value:155.3986596941472  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.4521426458541043e-08 Stepsize:2.1408715390589462e-05  Objective Value:155.3986596941486  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.4521956372110665e-08 Stepsize:1.712697231247157e-05  Objective Value:155.39865969414944  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.4522380317711512e-08 Stepsize:1.3701577849977256e-05  Objective Value:155.3986596941505  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.4522719450621634e-08 Stepsize:1.0961262279981805e-05  Objective Value:155.3986596941512  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.4522990781214177e-08 Stepsize:8.769009823985445e-06  Objective Value:155.39865969415166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.4523207832525996e-08 Stepsize:7.015207859188356e-06  Objective Value:155.3986596941522  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.4523381469997585e-08 Stepsize:5.612166287350686e-06  Objective Value:155.39865969415249  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.4523520392291392e-08 Stepsize:4.489733029880549e-06  Objective Value:155.39865969415274  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.4523631503390013e-08 Stepsize:3.5917864239044394e-06  Objective Value:155.39865969415277  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.4523720403739768e-08 Stepsize:2.873429139123552e-06  Objective Value:155.398659694153  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39865921039427  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3986587908216  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39865679879523  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39865245888936  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39864020716328  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3986089913361  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3985262851788  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39831026271503  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3977423312386  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39625109207216  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39233040203146  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3820448917927  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3553066720537  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.28784318212254  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.13233620292002  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.86931976523138  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.6964359391841  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.66380339472167  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.65782177617155  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.6575634676033  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.65756223317322  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:154.65756222135488  Decrease Error:0.0 
Change of 0.74 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(300.8623922, dtype=float64), 'logtau': Array(4.77970258, dtype=float64), 'logamp': Array(0.16161197, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.50622883, dtype=float64), 'logtau': Array(-0.08817605, dtype=float64), 'logamp': Array(0.10784572, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
7628.051261768311
And log height: -154.66...
log-evidence is ~-157.29
Seems to have converged at iteration 10 / 64 with tolerance 1.93e-05 
::::::::::::::::::::::: 
Scanning at lag=313.66 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.99402890031296e-07 Stepsize:1.0  Objective Value:146.82839412912762  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.993702315021206e-07 Stepsize:0.8  Objective Value:146.82839396921946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.99344104728389e-07 Stepsize:0.6400000000000001  Objective Value:146.82839384129758  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.993232033409735e-07 Stepsize:0.5120000000000001  Objective Value:146.82839373896329  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.993064822513795e-07 Stepsize:0.40960000000000013  Objective Value:146.82839365709754  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.99293105392216e-07 Stepsize:0.32768000000000014  Objective Value:146.8283935916064  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.992824039137315e-07 Stepsize:0.2621440000000001  Objective Value:146.82839353921418  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.992738427358453e-07 Stepsize:0.2097152000000001  Objective Value:146.828393497301  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.992669937973689e-07 Stepsize:0.1677721600000001  Objective Value:146.82839346377062  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.992615146483198e-07 Stepsize:0.13421772800000006  Objective Value:146.82839343694653  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.992571313307346e-07 Stepsize:0.10737418240000006  Objective Value:146.82839341548743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.992536246772879e-07 Stepsize:0.08589934592000005  Objective Value:146.8283933983203  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.992508193551749e-07 Stepsize:0.06871947673600004  Objective Value:146.82839338458666  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.992485750978775e-07 Stepsize:0.054975581388800036  Objective Value:146.8283933735996  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.992467796921311e-07 Stepsize:0.043980465111040035  Objective Value:146.82839336481015  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.99245343368337e-07 Stepsize:0.03518437208883203  Objective Value:146.82839335777865  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.992441943084553e-07 Stepsize:0.028147497671065627  Objective Value:146.82839335215334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.992432750611822e-07 Stepsize:0.022517998136852502  Objective Value:146.8283933476531  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.992425396632777e-07 Stepsize:0.018014398509482003  Objective Value:146.82839334405296  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.9924195134516e-07 Stepsize:0.014411518807585602  Objective Value:146.82839334117273  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.992414806905202e-07 Stepsize:0.011529215046068483  Objective Value:146.82839333886872  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.992411041668111e-07 Stepsize:0.009223372036854787  Objective Value:146.8283933370254  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.992408029478309e-07 Stepsize:0.00737869762948383  Objective Value:146.82839333555086  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.992405619726021e-07 Stepsize:0.005902958103587064  Objective Value:146.82839333437107  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.992403691928838e-07 Stepsize:0.004722366482869652  Objective Value:146.82839333342736  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.992402149688653e-07 Stepsize:0.0037778931862957215  Objective Value:146.82839333267225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.99240091589084e-07 Stepsize:0.0030223145490365774  Objective Value:146.82839333206826  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.99239992885656e-07 Stepsize:0.002417851639229262  Objective Value:146.82839333158518  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.992399139230898e-07 Stepsize:0.0019342813113834097  Objective Value:146.8283933311985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.992398507527888e-07 Stepsize:0.0015474250491067279  Objective Value:146.82839333088933  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:146.82839333082254  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.325678157478219e-10 Stepsize:0.002228292070713688  Objective Value:146.82839333081947  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.3259269439221536e-10 Stepsize:0.0017826336565709507  Objective Value:146.8283933308201  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.3261259759632731e-10 Stepsize:0.0014261069252567607  Objective Value:146.8283933308207  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.3262851972695245e-10 Stepsize:0.0011408855402054085  Objective Value:146.82839333082094  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.326412573711438e-10 Stepsize:0.0009127084321643268  Objective Value:146.8283933308212  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.3265144766539025e-10 Stepsize:0.0007301667457314615  Objective Value:146.8283933308214  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.3265960009153923e-10 Stepsize:0.0005841333965851692  Objective Value:146.82839333082165  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.3266612184035134e-10 Stepsize:0.0004673067172681354  Objective Value:146.8283933308219  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.3267133899748842e-10 Stepsize:0.00037384537381450836  Objective Value:146.82839333082194  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.3267551328088457e-10 Stepsize:0.00029907629905160673  Objective Value:146.82839333082217  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.3267885239318287e-10 Stepsize:0.0002392610392412854  Objective Value:146.8283933308221  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268152381312576e-10 Stepsize:0.00019140883139302832  Objective Value:146.8283933308222  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268366086369916e-10 Stepsize:0.00015312706511442267  Objective Value:146.82839333082225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268537036253396e-10 Stepsize:0.00012250165209153814  Objective Value:146.82839333082228  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268673799040093e-10 Stepsize:9.800132167323052e-05  Objective Value:146.82839333082225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268783225871296e-10 Stepsize:7.840105733858443e-05  Objective Value:146.8283933308224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268870776721384e-10 Stepsize:6.272084587086754e-05  Objective Value:146.82839333082237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268940809405463e-10 Stepsize:5.0176676696694036e-05  Objective Value:146.82839333082245  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.3268996792862265e-10 Stepsize:4.014134135735523e-05  Objective Value:146.8283933308223  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269041631737174e-10 Stepsize:3.211307308588419e-05  Objective Value:146.8283933308225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.326907748918293e-10 Stepsize:2.5690458468707354e-05  Objective Value:146.8283933308225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269106169379711e-10 Stepsize:2.0552366774965883e-05  Objective Value:146.8283933308224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269129091107704e-10 Stepsize:1.6441893419972708e-05  Objective Value:146.82839333082245  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269147450038616e-10 Stepsize:1.3153514735978166e-05  Objective Value:146.82839333082248  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.326916215995159e-10 Stepsize:1.0522811788782534e-05  Objective Value:146.82839333082248  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269173918293558e-10 Stepsize:8.418249431026028e-06  Objective Value:146.82839333082245  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.326918329172956e-10 Stepsize:6.734599544820823e-06  Objective Value:146.82839333082234  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269190802201296e-10 Stepsize:5.387679635856659e-06  Objective Value:146.82839333082242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.326919684307087e-10 Stepsize:4.310143708685327e-06  Objective Value:146.82839333082242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.3269201640834889e-10 Stepsize:3.448114966948262e-06  Objective Value:146.8283933308224  Decrease Error:0.0 
3
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82839321561784  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82839298425742  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82839242379328  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.8283909108105  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82837669138553  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82834974809546  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82827910217847  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.828093958661  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82633489152678  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.82299928098806  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.81431298906062  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.792096212586  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.62286193623558  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.3799780837812  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.36653410173594  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.36473399253651  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.36470386787124  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:146.3647037565378  Decrease Error:0.0 
Change of 0.47 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(313.6607924, dtype=float64), 'logtau': Array(4.54941122, dtype=float64), 'logamp': Array(0.15096826, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.43859422, dtype=float64), 'logtau': Array(-0.18072581, dtype=float64), 'logamp': Array(0.1007306, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8852.709762948229
And log height: -146.36...
log-evidence is ~-149.07
Seems to have converged at iteration 11 / 64 with tolerance 8.40e-05 
::::::::::::::::::::::: 
Scanning at lag=326.46 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 13.17211462153341 Stepsize:1.0  Objective Value:159.53681837807102  Decrease Error:13.17211462153341 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 13.172112488683581 Stepsize:0.8  Objective Value:159.53681624522122  Decrease Error:13.172112488683581 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 13.1721107824564 Stepsize:0.6400000000000001  Objective Value:159.5368145389941  Decrease Error:13.1721107824564 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 13.172109417507983 Stepsize:0.5120000000000001  Objective Value:159.53681317404568  Decrease Error:13.172109417507983 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 13.172108325570605 Stepsize:0.40960000000000013  Objective Value:159.53681208210833  Decrease Error:13.172108325570605 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210745203451 Stepsize:0.32768000000000014  Objective Value:159.53681120857226  Decrease Error:13.17210745203451 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210675321445 Stepsize:0.2621440000000001  Objective Value:159.5368105097522  Decrease Error:13.17210675321445 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210619416403 Stepsize:0.2097152000000001  Objective Value:159.5368099507018  Decrease Error:13.17210619416403 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 13.172105746927201 Stepsize:0.1677721600000001  Objective Value:159.53680950346498  Decrease Error:13.172105746927201 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 13.172105389140171 Stepsize:0.13421772800000006  Objective Value:159.53680914567795  Decrease Error:13.172105389140171 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 13.172105102911928 Stepsize:0.10737418240000006  Objective Value:159.5368088594497  Decrease Error:13.172105102911928 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210487393038 Stepsize:0.08589934592000005  Objective Value:159.53680863046816  Decrease Error:13.17210487393038 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104690745755 Stepsize:0.06871947673600004  Objective Value:159.53680844728356  Decrease Error:13.172104690745755 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104544198191 Stepsize:0.054975581388800036  Objective Value:159.536808300736  Decrease Error:13.172104544198191 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104426960686 Stepsize:0.043980465111040035  Objective Value:159.5368081834985  Decrease Error:13.172104426960686 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104333170608 Stepsize:0.03518437208883203  Objective Value:159.53680808970842  Decrease Error:13.172104333170608 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104258138859 Stepsize:0.028147497671065627  Objective Value:159.53680801467667  Decrease Error:13.172104258138859 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210419811326 Stepsize:0.022517998136852502  Objective Value:159.53680795465107  Decrease Error:13.17210419811326 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104150093105 Stepsize:0.018014398509482003  Objective Value:159.5368079066309  Decrease Error:13.172104150093105 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210411167676 Stepsize:0.014411518807585602  Objective Value:159.53680786821457  Decrease Error:13.17210411167676 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104080943882 Stepsize:0.011529215046068483  Objective Value:159.5368078374817  Decrease Error:13.172104080943882 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104056357568 Stepsize:0.009223372036854787  Objective Value:159.53680781289538  Decrease Error:13.172104056357568 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104036688552 Stepsize:0.00737869762948383  Objective Value:159.53680779322636  Decrease Error:13.172104036688552 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104020953242 Stepsize:0.005902958103587064  Objective Value:159.53680777749105  Decrease Error:13.172104020953242 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 13.172104008365068 Stepsize:0.004722366482869652  Objective Value:159.53680776490287  Decrease Error:13.172104008365068 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 13.172103998294489 Stepsize:0.0037778931862957215  Objective Value:159.5368077548323  Decrease Error:13.172103998294489 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 13.172103990237957 Stepsize:0.0030223145490365774  Objective Value:159.53680774677576  Decrease Error:13.172103990237957 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 13.172103983792852 Stepsize:0.002417851639229262  Objective Value:159.53680774033066  Decrease Error:13.172103983792852 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 13.17210397863684 Stepsize:0.0019342813113834097  Objective Value:159.53680773517465  Decrease Error:13.17210397863684 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 13.172103974511884 Stepsize:0.0015474250491067279  Objective Value:159.5368077310497  Decrease Error:13.172103974511884 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.483459232045517e-09 Stepsize:0.0018569100589280734  Objective Value:159.536807731002  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.50137168355308e-09 Stepsize:0.0014855280471424588  Objective Value:159.5368077310114  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.5157016403976995e-09 Stepsize:0.0011884224377139672  Objective Value:159.53680773101897  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.527165607190701e-09 Stepsize:0.0009507379501711738  Objective Value:159.53680773102525  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.5363367775242837e-09 Stepsize:0.0007605903601369392  Objective Value:159.5368077310301  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.543673717255176e-09 Stepsize:0.0006084722881095514  Objective Value:159.53680773103395  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.5495432669202744e-09 Stepsize:0.00048677783048764115  Objective Value:159.5368077310372  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.5542389012638684e-09 Stepsize:0.00038942226439011294  Objective Value:159.53680773103963  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.5579954135634433e-09 Stepsize:0.00031153781151209035  Objective Value:159.53680773104162  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.5610006255552445e-09 Stepsize:0.0002492302492096723  Objective Value:159.53680773104313  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.563404790340249e-09 Stepsize:0.00019938419936773785  Objective Value:159.53680773104463  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.565328127101372e-09 Stepsize:0.0001595073594941903  Objective Value:159.53680773104554  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.5668667882540713e-09 Stepsize:0.00012760588759535226  Objective Value:159.53680773104637  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.568097731417226e-09 Stepsize:0.00010208471007628181  Objective Value:159.53680773104702  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.569082471891069e-09 Stepsize:8.166776806102545e-05  Objective Value:159.53680773104747  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.5698702721089248e-09 Stepsize:6.533421444882036e-05  Objective Value:159.53680773104796  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.5705005066887263e-09 Stepsize:5.2267371559056295e-05  Objective Value:159.53680773104833  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.571004699648895e-09 Stepsize:4.1813897247245036e-05  Objective Value:159.53680773104858  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.571408052862355e-09 Stepsize:3.345111779779603e-05  Objective Value:159.5368077310489  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.571730732679249e-09 Stepsize:2.6760894238236826e-05  Objective Value:159.53680773104887  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.571988878316277e-09 Stepsize:2.1408715390589462e-05  Objective Value:159.53680773104912  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.57219539863687e-09 Stepsize:1.712697231247157e-05  Objective Value:159.5368077310492  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.5723606015305527e-09 Stepsize:1.3701577849977256e-05  Objective Value:159.53680773104932  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.5724927846676016e-09 Stepsize:1.0961262279981805e-05  Objective Value:159.5368077310495  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.572598513813743e-09 Stepsize:8.769009823985445e-06  Objective Value:159.53680773104935  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.5726831069806326e-09 Stepsize:7.015207859188356e-06  Objective Value:159.5368077310495  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.5727507791668467e-09 Stepsize:5.612166287350686e-06  Objective Value:159.53680773104952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.572804912947638e-09 Stepsize:4.489733029880549e-06  Objective Value:159.53680773104958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.5728482192621187e-09 Stepsize:3.5917864239044394e-06  Objective Value:159.5368077310496  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.572882873209582e-09 Stepsize:2.873429139123552e-06  Objective Value:159.53680773104955  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53680767807728  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5368074002514  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53680680903088  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5368051236035  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5368008472356  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5367895108721  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53675995637442  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53668240055146  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53647938565845  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5359477963226  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53455986322803  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.53096404545644  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.5218500523412  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.50000853338108  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.4544236333497  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.38800682138157  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.34824490261576  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.34116764605196  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.34038231076593  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.34036533467648  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:159.34036526335558  Decrease Error:0.0 
Change of 0.20 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(326.4591926, dtype=float64), 'logtau': Array(4.36612956, dtype=float64), 'logamp': Array(0.13474779, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.37193313, dtype=float64), 'logtau': Array(-0.25491974, dtype=float64), 'logamp': Array(0.08989234, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
7790.602092904159
And log height: -159.34...
log-evidence is ~-161.98
Seems to have converged at iteration 12 / 64 with tolerance 5.39e-05 
::::::::::::::::::::::: 
Scanning at lag=339.26 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.112365351938135e-06 Stepsize:1.0  Objective Value:158.3285449823775  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.1125075210573684e-06 Stepsize:0.8  Objective Value:158.32854640499986  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.112621256154752e-06 Stepsize:0.6400000000000001  Objective Value:158.3285475431181  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.11271224410693e-06 Stepsize:0.5120000000000001  Objective Value:158.32854845362576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.112785034387001e-06 Stepsize:0.40960000000000013  Objective Value:158.32854918204035  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.112843266559084e-06 Stepsize:0.32768000000000014  Objective Value:158.32854976477748  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.112889852264038e-06 Stepsize:0.2621440000000001  Objective Value:158.32855023097042  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.112927120806318e-06 Stepsize:0.2097152000000001  Objective Value:158.32855060392708  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.1129569356268405e-06 Stepsize:0.1677721600000001  Objective Value:158.32855090229378  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.112980787474768e-06 Stepsize:0.13421772800000006  Objective Value:158.3285511409881  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.11299986894681e-06 Stepsize:0.10737418240000006  Objective Value:158.32855133194414  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.113015134121454e-06 Stepsize:0.08589934592000005  Objective Value:158.32855148470938  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.1130273462594295e-06 Stepsize:0.06871947673600004  Objective Value:158.3285516069216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.1130371159670545e-06 Stepsize:0.054975581388800036  Objective Value:158.3285517046918  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.113044931733321e-06 Stepsize:0.043980465111040035  Objective Value:158.32855178290782  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.113051184345254e-06 Stepsize:0.03518437208883203  Objective Value:158.32855184548086  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.1130561864346e-06 Stepsize:0.028147497671065627  Objective Value:158.32855189553925  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.113060188105654e-06 Stepsize:0.022517998136852502  Objective Value:158.32855193558595  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.113063389442794e-06 Stepsize:0.018014398509482003  Objective Value:158.32855196762353  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.113065950511793e-06 Stepsize:0.014411518807585602  Objective Value:158.32855199325334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.113067999366416e-06 Stepsize:0.011529215046068483  Objective Value:158.32855201375733  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.113069638451401e-06 Stepsize:0.009223372036854787  Objective Value:158.32855203016052  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.113070949718307e-06 Stepsize:0.00737869762948383  Objective Value:158.32855204328308  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.1130719987320135e-06 Stepsize:0.005902958103587064  Objective Value:158.3285520537811  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.113072837943351e-06 Stepsize:0.004722366482869652  Objective Value:158.32855206217957  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.113073509312527e-06 Stepsize:0.0037778931862957215  Objective Value:158.32855206889818  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.113074046407789e-06 Stepsize:0.0030223145490365774  Objective Value:158.3285520742733  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.11307447608328e-06 Stepsize:0.002417851639229262  Objective Value:158.3285520785732  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.11307481982453e-06 Stepsize:0.0019342813113834097  Objective Value:158.32855208201323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.1130750948172566e-06 Stepsize:0.0015474250491067279  Objective Value:158.32855208476528  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001674936524066e-09 Stepsize:0.0018569100589280734  Objective Value:158.32855208478563  Decrease Error:2.034994395216927e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001646248774481e-09 Stepsize:0.0014855280471424588  Objective Value:158.32855208478153  Decrease Error:1.6257217794191092e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.100162329936651e-09 Stepsize:0.0011884224377139672  Objective Value:158.32855208477832  Decrease Error:1.304556462855544e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001604939162403e-09 Stepsize:0.0009507379501711738  Objective Value:158.32855208477574  Decrease Error:1.0459189070388675e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001590251751916e-09 Stepsize:0.0007605903601369392  Objective Value:158.3285520847737  Decrease Error:8.412825991399586e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.100157850122277e-09 Stepsize:0.0006084722881095514  Objective Value:158.328552084772  Decrease Error:6.73594513500575e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001569100862238e-09 Stepsize:0.00048677783048764115  Objective Value:158.32855208477068  Decrease Error:5.4001247917767614e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001561579963526e-09 Stepsize:0.00038942226439011294  Objective Value:158.3285520847695  Decrease Error:4.234834705130197e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001555564147599e-09 Stepsize:0.00031153781151209035  Objective Value:158.32855208476866  Decrease Error:3.382183422218077e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001550751261923e-09 Stepsize:0.0002492302492096723  Objective Value:158.32855208476803  Decrease Error:2.7569058147491887e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001546900766083e-09 Stepsize:0.00019938419936773785  Objective Value:158.32855208476744  Decrease Error:2.1600499167107046e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.100154382026872e-09 Stepsize:0.0001595073594941903  Objective Value:158.32855208476695  Decrease Error:1.6768808563938364e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001541356313403e-09 Stepsize:0.00012760588759535226  Objective Value:158.32855208476664  Decrease Error:1.3642420526593924e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.100153938470234e-09 Stepsize:0.00010208471007628181  Objective Value:158.32855208476641  Decrease Error:1.1368683772161603e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001537807114064e-09 Stepsize:8.166776806102545e-05  Objective Value:158.3285520847661  Decrease Error:8.242295734817162e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001536545887829e-09 Stepsize:6.533421444882036e-05  Objective Value:158.32855208476587  Decrease Error:5.968558980384842e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001535536143558e-09 Stepsize:5.2267371559056295e-05  Objective Value:158.32855208476576  Decrease Error:4.831690603168681e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001534729243561e-09 Stepsize:4.1813897247245036e-05  Objective Value:158.32855208476568  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001534083348646e-09 Stepsize:3.345111779779603e-05  Objective Value:158.32855208476565  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.100153356676231e-09 Stepsize:2.6760894238236826e-05  Objective Value:158.32855208476553  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001533153495464e-09 Stepsize:2.1408715390589462e-05  Objective Value:158.32855208476553  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001532822835507e-09 Stepsize:1.712697231247157e-05  Objective Value:158.32855208476553  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001532558093242e-09 Stepsize:1.3701577849977256e-05  Objective Value:158.32855208476545  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.100153234618148e-09 Stepsize:1.0961262279981805e-05  Objective Value:158.32855208476545  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001532176544603e-09 Stepsize:8.769009823985445e-06  Objective Value:158.3285520847653  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001532040666225e-09 Stepsize:7.015207859188356e-06  Objective Value:158.32855208476525  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001531932473119e-09 Stepsize:5.612166287350686e-06  Objective Value:158.32855208476522  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001531846313457e-09 Stepsize:4.489733029880549e-06  Objective Value:158.32855208476528  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001531776159011e-09 Stepsize:3.5917864239044394e-06  Objective Value:158.32855208476522  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.1001531720785291e-09 Stepsize:2.873429139123552e-06  Objective Value:158.32855208476522  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.32852828657678  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.32848817188585  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.328359589063  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.328049195149  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.3272304696352  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.3252251551551  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.32065733570616  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.3122134100043  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.30158687036626  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.29477657628846  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.29354755924368  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.2934999217673  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.29349913317444  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.2934991314352  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(339.2575928, dtype=float64), 'logtau': Array(4.30936174, dtype=float64), 'logamp': Array(0.09410336, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.30607944, dtype=float64), 'logtau': Array(-0.27803261, dtype=float64), 'logamp': Array(0.06275616, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9105.216383335348
And log height: -158.29...
log-evidence is ~-161.01
Seems to have converged at iteration 13 / 64 with tolerance 1.48e-06 
::::::::::::::::::::::: 
Scanning at lag=352.06 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.56281200471682e-07 Stepsize:1.0  Objective Value:155.39305743903202  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 9.562805533500365e-07 Stepsize:0.8  Objective Value:155.39305724777523  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 9.56280035652713e-07 Stepsize:0.6400000000000001  Objective Value:155.3930570947699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.562796214948237e-07 Stepsize:0.5120000000000001  Objective Value:155.3930569723657  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.562792901685078e-07 Stepsize:0.40960000000000013  Objective Value:155.39305687444235  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.562790251074568e-07 Stepsize:0.32768000000000014  Objective Value:155.39305679610376  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.56278813058631e-07 Stepsize:0.2621440000000001  Objective Value:155.3930567334329  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.562786434195521e-07 Stepsize:0.2097152000000001  Objective Value:155.3930566832962  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.562785077083056e-07 Stepsize:0.1677721600000001  Objective Value:155.3930566431868  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.562783991392829e-07 Stepsize:0.13421772800000006  Objective Value:155.3930566110993  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.562783122841005e-07 Stepsize:0.10737418240000006  Objective Value:155.39305658542926  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.562782427999385e-07 Stepsize:0.08589934592000005  Objective Value:155.3930565648933  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.56278187212616e-07 Stepsize:0.06871947673600004  Objective Value:155.39305654846447  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.562781427427767e-07 Stepsize:0.054975581388800036  Objective Value:155.39305653532142  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.562781071668415e-07 Stepsize:0.043980465111040035  Objective Value:155.39305652480712  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.56278078706162e-07 Stepsize:0.03518437208883203  Objective Value:155.39305651639543  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.562780559375509e-07 Stepsize:0.028147497671065627  Objective Value:155.39305650966637  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.562780377226863e-07 Stepsize:0.022517998136852502  Objective Value:155.39305650428304  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.562780231508113e-07 Stepsize:0.018014398509482003  Objective Value:155.3930564999763  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.562780114933347e-07 Stepsize:0.014411518807585602  Objective Value:155.39305649653082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.562780021672442e-07 Stepsize:0.011529215046068483  Objective Value:155.39305649377468  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779947064886e-07 Stepsize:0.009223372036854787  Objective Value:155.3930564915696  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779887378278e-07 Stepsize:0.00737869762948383  Objective Value:155.39305648980553  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779839629406e-07 Stepsize:0.005902958103587064  Objective Value:155.39305648839434  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779801430175e-07 Stepsize:0.004722366482869652  Objective Value:155.3930564872653  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779770870556e-07 Stepsize:0.0037778931862957215  Objective Value:155.39305648636216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779746422845e-07 Stepsize:0.0030223145490365774  Objective Value:155.39305648563968  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779726864666e-07 Stepsize:0.002417851639229262  Objective Value:155.39305648506163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779711218623e-07 Stepsize:0.0019342813113834097  Objective Value:155.3930564845991  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.562779698701193e-07 Stepsize:0.0015474250491067279  Objective Value:155.39305648422922  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805038814151872e-10 Stepsize:0.0018569100589280734  Objective Value:155.39305648422643  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805071217402977e-10 Stepsize:0.0014855280471424588  Objective Value:155.393056484227  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.480509714205335e-10 Stepsize:0.0011884224377139672  Objective Value:155.3930564842274  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.480511788243857e-10 Stepsize:0.0009507379501711738  Objective Value:155.3930564842278  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805134473495253e-10 Stepsize:0.0007605903601369392  Objective Value:155.39305648422794  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.48051477442569e-10 Stepsize:0.0006084722881095514  Objective Value:155.39305648422828  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.480515836507597e-10 Stepsize:0.00048677783048764115  Objective Value:155.39305648422845  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.480516685848709e-10 Stepsize:0.00038942226439011294  Objective Value:155.39305648422854  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805173655164162e-10 Stepsize:0.00031153781151209035  Objective Value:155.39305648422877  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805179095286205e-10 Stepsize:0.0002492302492096723  Objective Value:155.39305648422885  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805183440501697e-10 Stepsize:0.00019938419936773785  Objective Value:155.39305648422902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.480518691860956e-10 Stepsize:0.0001595073594941903  Objective Value:155.39305648422894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805189705517364e-10 Stepsize:0.00012760588759535226  Objective Value:155.39305648422908  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805191931255252e-10 Stepsize:0.00010208471007628181  Objective Value:155.393056484229  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805193712152611e-10 Stepsize:8.166776806102545e-05  Objective Value:155.39305648422896  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.480519513842904e-10 Stepsize:6.533421444882036e-05  Objective Value:155.39305648422902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805196278704793e-10 Stepsize:5.2267371559056295e-05  Objective Value:155.39305648422902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805197191276915e-10 Stepsize:4.1813897247245036e-05  Objective Value:155.39305648422916  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805197918020596e-10 Stepsize:3.345111779779603e-05  Objective Value:155.39305648422905  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805198507206126e-10 Stepsize:2.6760894238236826e-05  Objective Value:155.39305648422925  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805198972629555e-10 Stepsize:2.1408715390589462e-05  Objective Value:155.39305648422905  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805199344328788e-10 Stepsize:1.712697231247157e-05  Objective Value:155.39305648422922  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805199644729022e-10 Stepsize:1.3701577849977256e-05  Objective Value:155.3930564842292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805199882935863e-10 Stepsize:1.0961262279981805e-05  Objective Value:155.3930564842292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805200073073584e-10 Stepsize:8.769009823985445e-06  Objective Value:155.39305648422908  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805200228430014e-10 Stepsize:7.015207859188356e-06  Objective Value:155.39305648422925  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805200348761632e-10 Stepsize:5.612166287350686e-06  Objective Value:155.39305648422916  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805200446710405e-10 Stepsize:4.489733029880549e-06  Objective Value:155.3930564842292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.4805200523822167e-10 Stepsize:3.5917864239044394e-06  Objective Value:155.3930564842291  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.480520059012367e-10 Stepsize:2.873429139123552e-06  Objective Value:155.3930564842292  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3930525239992  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39304498553028  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39302202321628  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39296507975  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3928126814395  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39241680520934  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.39137859252727  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3886830972268  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.3817905193682  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.36498869693713  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.32908657569737  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.27594303867207  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.23975009133903  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.22852893694412  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.22693318101906  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.22690606669215  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:155.22690593388  Decrease Error:0.0 
Change of 0.16 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(352.055993, dtype=float64), 'logtau': Array(4.43105014, dtype=float64), 'logamp': Array(0.08726357, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.24087801, dtype=float64), 'logtau': Array(-0.22856989, dtype=float64), 'logamp': Array(0.05819213, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8877.866947564824
And log height: -155.23...
log-evidence is ~-157.93
Seems to have converged at iteration 14 / 64 with tolerance 3.02e-05 
::::::::::::::::::::::: 
Scanning at lag=364.85 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.8246051121168685e-05 Stepsize:1.0  Objective Value:151.15898057433301  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.8245551667074316e-05 Stepsize:0.8  Objective Value:151.1589709247318  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.8245152105031576e-05 Stepsize:0.6400000000000001  Objective Value:151.15896320512263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.8244832456183604e-05 Stepsize:0.5120000000000001  Objective Value:151.15895702948163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.82445767376078e-05 Stepsize:0.40960000000000013  Objective Value:151.15895208899812  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.8244372163072374e-05 Stepsize:0.32768000000000014  Objective Value:151.15894813663013  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.8244208503650734e-05 Stepsize:0.2621440000000001  Objective Value:151.15894497474787  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.824407757624316e-05 Stepsize:0.2097152000000001  Objective Value:151.15894244524964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.824397283440159e-05 Stepsize:0.1677721600000001  Objective Value:151.1589404216563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.824388904098422e-05 Stepsize:0.13421772800000006  Objective Value:151.15893880278458  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.824382200628526e-05 Stepsize:0.10737418240000006  Objective Value:151.15893750768933  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.82437683785462e-05 Stepsize:0.08589934592000005  Objective Value:151.1589364716143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.824372547637155e-05 Stepsize:0.06871947673600004  Objective Value:151.15893564275527  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.8243691154638606e-05 Stepsize:0.054975581388800036  Objective Value:151.15893497966852  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.82436636972583e-05 Stepsize:0.043980465111040035  Objective Value:151.15893444919942  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.82436417313594e-05 Stepsize:0.03518437208883203  Objective Value:151.15893402482425  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.8243624158641125e-05 Stepsize:0.028147497671065627  Objective Value:151.15893368532443  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.824361010046857e-05 Stepsize:0.022517998136852502  Objective Value:151.1589334137246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.824359885393222e-05 Stepsize:0.018014398509482003  Objective Value:151.15893319644482  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.824358985670337e-05 Stepsize:0.014411518807585602  Objective Value:151.15893302262097  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.8243582658919985e-05 Stepsize:0.011529215046068483  Objective Value:151.15893288356193  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.824357690069556e-05 Stepsize:0.009223372036854787  Objective Value:151.15893277231459  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.824357229411348e-05 Stepsize:0.00737869762948383  Objective Value:151.15893268331698  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.824356860884993e-05 Stepsize:0.005902958103587064  Objective Value:151.15893261211875  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.824356566063976e-05 Stepsize:0.004722366482869652  Objective Value:151.15893255516013  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.824356330206927e-05 Stepsize:0.0037778931862957215  Objective Value:151.15893250959328  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.8243561415213376e-05 Stepsize:0.0030223145490365774  Objective Value:151.15893247313986  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.824355990572858e-05 Stepsize:0.002417851639229262  Objective Value:151.1589324439772  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.824355869814181e-05 Stepsize:0.0019342813113834097  Objective Value:151.15893242064695  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.8243557732071924e-05 Stepsize:0.0015474250491067279  Objective Value:151.1589324019827  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.807521852967362e-09 Stepsize:0.0018569100589280734  Objective Value:151.15893240183743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.810531470732971e-09 Stepsize:0.0014855280471424588  Objective Value:151.15893240186645  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.812939162292117e-09 Stepsize:0.0011884224377139672  Objective Value:151.15893240188973  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.814865316704951e-09 Stepsize:0.0009507379501711738  Objective Value:151.1589324019083  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.816406241753102e-09 Stepsize:0.0007605903601369392  Objective Value:151.15893240192327  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.817638976560347e-09 Stepsize:0.0006084722881095514  Objective Value:151.15893240193526  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.818625166178813e-09 Stepsize:0.00048677783048764115  Objective Value:151.15893240194464  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.819414119798045e-09 Stepsize:0.00038942226439011294  Objective Value:151.1589324019523  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.820045281641755e-09 Stepsize:0.00031153781151209035  Objective Value:151.15893240195834  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.820550212157556e-09 Stepsize:0.0002492302492096723  Objective Value:151.15893240196317  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.820954152683333e-09 Stepsize:0.00019938419936773785  Objective Value:151.15893240196723  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.82127730759762e-09 Stepsize:0.0001595073594941903  Objective Value:151.15893240197022  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.82153583614775e-09 Stepsize:0.00012760588759535226  Objective Value:151.1589324019727  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.82174265215738e-09 Stepsize:0.00010208471007628181  Objective Value:151.15893240197477  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.82190810848332e-09 Stepsize:8.166776806102545e-05  Objective Value:151.15893240197622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.822040472492397e-09 Stepsize:6.533421444882036e-05  Objective Value:151.15893240197767  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.822146365027805e-09 Stepsize:5.2267371559056295e-05  Objective Value:151.1589324019787  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.822231076318522e-09 Stepsize:4.1813897247245036e-05  Objective Value:151.15893240197943  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.822298849118698e-09 Stepsize:3.345111779779603e-05  Objective Value:151.1589324019803  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.82235306367255e-09 Stepsize:2.6760894238236826e-05  Objective Value:151.15893240198054  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.822396436882305e-09 Stepsize:2.1408715390589462e-05  Objective Value:151.15893240198116  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.822431134983902e-09 Stepsize:1.712697231247157e-05  Objective Value:151.15893240198142  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.822458888445324e-09 Stepsize:1.3701577849977256e-05  Objective Value:151.15893240198162  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.82248109770341e-09 Stepsize:1.0961262279981805e-05  Objective Value:151.1589324019818  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.822498866584395e-09 Stepsize:8.769009823985445e-06  Objective Value:151.15893240198199  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.822513078984099e-09 Stepsize:7.015207859188356e-06  Objective Value:151.1589324019821  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.822524449229122e-09 Stepsize:5.612166287350686e-06  Objective Value:151.15893240198244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.82253354628166e-09 Stepsize:4.489733029880549e-06  Objective Value:151.1589324019824  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.82254081951641e-09 Stepsize:3.5917864239044394e-06  Objective Value:151.1589324019825  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.822546645015997e-09 Stepsize:2.873429139123552e-06  Objective Value:151.15893240198258  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.1589303848241  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.15892341980276  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.1589068548817  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.15886176765227  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.15874528076162  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.15843806915123  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.1576333378314  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.15551690246187  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.14995248882298  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.13533180076854  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.09722813091417  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:151.0010250978598  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.78558950301166  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.47351092279493  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.29822262135005  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.23853638120238  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.22802976640912  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.2278358644146  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:150.22783549355057  Decrease Error:0.0 
Change of 0.92 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(364.8543932, dtype=float64), 'logtau': Array(4.69924992, dtype=float64), 'logamp': Array(0.08239662, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.17618235, dtype=float64), 'logtau': Array(-0.12044543, dtype=float64), 'logamp': Array(0.0549449, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10509.007568661285
And log height: -150.23...
log-evidence is ~-153.02
Seems to have converged at iteration 15 / 64 with tolerance 4.45e-05 
::::::::::::::::::::::: 
Scanning at lag=377.65 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.2025952751017144 Stepsize:1.0  Objective Value:152.43043076865197  Decrease Error:2.2025952751017144 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.2025987007752406 Stepsize:0.8  Objective Value:152.43043419432556  Decrease Error:2.2025987007752406 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.202601441384161 Stepsize:0.6400000000000001  Objective Value:152.43043693493453  Decrease Error:2.202601441384161 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026036339163966 Stepsize:0.5120000000000001  Objective Value:152.4304391274668  Decrease Error:2.2026036339163966 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.202605387970806 Stepsize:0.40960000000000013  Objective Value:152.43044088152124  Decrease Error:2.202605387970806 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.202606791232796 Stepsize:0.32768000000000014  Objective Value:152.43044228478325  Decrease Error:2.202606791232796 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026079138541093 Stepsize:0.2621440000000001  Objective Value:152.4304434074046  Decrease Error:2.2026079138541093 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026088119587826 Stepsize:0.2097152000000001  Objective Value:152.4304443055093  Decrease Error:2.2026088119587826 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026095304470914 Stepsize:0.1677721600000001  Objective Value:152.4304450239976  Decrease Error:2.2026095304470914 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026101052411775 Stepsize:0.13421772800000006  Objective Value:152.43044559879172  Decrease Error:2.2026101052411775 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026105650781744 Stepsize:0.10737418240000006  Objective Value:152.43044605862872  Decrease Error:2.2026105650781744 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026109329490566 Stepsize:0.08589934592000005  Objective Value:152.4304464264996  Decrease Error:2.2026109329490566 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.202611227246564 Stepsize:0.06871947673600004  Objective Value:152.4304467207971  Decrease Error:2.202611227246564 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026114626852404 Stepsize:0.054975581388800036  Objective Value:152.43044695623578  Decrease Error:2.2026114626852404 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.20261165103625 Stepsize:0.043980465111040035  Objective Value:152.43044714458682  Decrease Error:2.20261165103625 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026118017173815 Stepsize:0.03518437208883203  Objective Value:152.43044729526795  Decrease Error:2.2026118017173815 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026119222625766 Stepsize:0.028147497671065627  Objective Value:152.43044741581315  Decrease Error:2.2026119222625766 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612018698659 Stepsize:0.022517998136852502  Objective Value:152.43044751224923  Decrease Error:2.202612018698659 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612095847627 Stepsize:0.018014398509482003  Objective Value:152.4304475893982  Decrease Error:2.202612095847627 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612157566847 Stepsize:0.014411518807585602  Objective Value:152.43044765111742  Decrease Error:2.202612157566847 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612206942206 Stepsize:0.011529215046068483  Objective Value:152.43044770049278  Decrease Error:2.202612206942206 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612246442669 Stepsize:0.009223372036854787  Objective Value:152.43044773999324  Decrease Error:2.202612246442669 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026122780429773 Stepsize:0.00737869762948383  Objective Value:152.43044777159355  Decrease Error:2.2026122780429773 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026123033231215 Stepsize:0.005902958103587064  Objective Value:152.4304477968737  Decrease Error:2.2026123033231215 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026123235471857 Stepsize:0.004722366482869652  Objective Value:152.43044781709776  Decrease Error:2.2026123235471857 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612339726585 Stepsize:0.0037778931862957215  Objective Value:152.43044783327716  Decrease Error:2.202612339726585 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.202612352670087 Stepsize:0.0030223145490365774  Objective Value:152.43044784622066  Decrease Error:2.202612352670087 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.2026123630248833 Stepsize:0.002417851639229262  Objective Value:152.43044785657546  Decrease Error:2.2026123630248833 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.20261237130876 Stepsize:0.0019342813113834097  Objective Value:152.43044786485933  Decrease Error:2.20261237130876 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.20261237793585 Stepsize:0.0015474250491067279  Objective Value:152.43044787148642  Decrease Error:2.20261237793585 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.562592134573458e-09 Stepsize:0.0018569100589280734  Objective Value:152.43044787153391  Decrease Error:4.7492676458205096e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.5621548661293046e-09 Stepsize:0.0014855280471424588  Objective Value:152.43044787152442  Decrease Error:3.799982550845016e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.5618050486913754e-09 Stepsize:0.0011884224377139672  Objective Value:152.43044787151675  Decrease Error:3.0325963962241076e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.561525196296862e-09 Stepsize:0.0009507379501711738  Objective Value:152.4304478715107  Decrease Error:2.4272139853565022e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.56130131410478e-09 Stepsize:0.0007605903601369392  Objective Value:152.43044787150583  Decrease Error:1.9412027540965937e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.5611222083849957e-09 Stepsize:0.0006084722881095514  Objective Value:152.4304478715021  Decrease Error:1.5688783605583012e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.5609789238613454e-09 Stepsize:0.00048677783048764115  Objective Value:152.43044787149884  Decrease Error:1.2420287021086551e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.560864296400312e-09 Stepsize:0.00038942226439011294  Objective Value:152.43044787149637  Decrease Error:9.947598300641403e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.560772594089284e-09 Stepsize:0.00031153781151209035  Objective Value:152.43044787149444  Decrease Error:8.01492205937393e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.5606992315391186e-09 Stepsize:0.0002492302492096723  Objective Value:152.43044787149273  Decrease Error:6.30961949354969e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.5606405422999404e-09 Stepsize:0.00019938419936773785  Objective Value:152.4304478714915  Decrease Error:5.087485988042317e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.5605935909180847e-09 Stepsize:0.0001595073594941903  Objective Value:152.4304478714905  Decrease Error:4.064304448547773e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.5605560298247973e-09 Stepsize:0.00012760588759535226  Objective Value:152.43044787148958  Decrease Error:3.154809746774845e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.5605259813885917e-09 Stepsize:0.00010208471007628181  Objective Value:152.4304478714891  Decrease Error:2.6716406864579767e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.560501941573721e-09 Stepsize:8.166776806102545e-05  Objective Value:152.43044787148838  Decrease Error:1.9610979506978765e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.560482711144162e-09 Stepsize:6.533421444882036e-05  Objective Value:152.43044787148796  Decrease Error:1.5347723092418164e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.560467325583498e-09 Stepsize:5.2267371559056295e-05  Objective Value:152.4304478714876  Decrease Error:1.1652900866465643e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.5604550178661257e-09 Stepsize:4.1813897247245036e-05  Objective Value:152.4304478714876  Decrease Error:1.1652900866465643e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.560445170877721e-09 Stepsize:3.345111779779603e-05  Objective Value:152.43044787148716  Decrease Error:7.389644451905042e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.560437294284463e-09 Stepsize:2.6760894238236826e-05  Objective Value:152.430447871487  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.560430992135719e-09 Stepsize:2.1408715390589462e-05  Objective Value:152.43044787148682  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.560425950477032e-09 Stepsize:1.712697231247157e-05  Objective Value:152.4304478714869  Decrease Error:4.831690603168681e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.560421917726065e-09 Stepsize:1.3701577849977256e-05  Objective Value:152.4304478714868  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.5604186900561977e-09 Stepsize:1.0961262279981805e-05  Objective Value:152.4304478714866  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.560416109773612e-09 Stepsize:8.769009823985445e-06  Objective Value:152.43044787148656  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.5604140439585093e-09 Stepsize:7.015207859188356e-06  Objective Value:152.43044787148645  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.560412392420445e-09 Stepsize:5.612166287350686e-06  Objective Value:152.43044787148648  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.5604110707949374e-09 Stepsize:4.489733029880549e-06  Objective Value:152.43044787148654  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.560410014050185e-09 Stepsize:3.5917864239044394e-06  Objective Value:152.43044787148648  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.560409169416035e-09 Stepsize:2.873429139123552e-06  Objective Value:152.43044787148642  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.4304468445157  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.43044458571526  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.43043824552475  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.43042206578238  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.4303792657922  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.43026762048726  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.42997513361382  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.4292129342146  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.42724445119595  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.42229899809863  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.4107665344239  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.38879279646272  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.36321216015023  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.34977525036655  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.34642275511408  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.34619269676872  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.34619045275363  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3461904319561  Decrease Error:0.0 
Change of 0.08 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(377.6527934, dtype=float64), 'logtau': Array(4.78884883, dtype=float64), 'logamp': Array(0.0826373, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.1118525, dtype=float64), 'logtau': Array(-0.08451073, dtype=float64), 'logamp': Array(0.05510547, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8587.922215383036
And log height: -152.35...
log-evidence is ~-155.04
Seems to have converged at iteration 16 / 64 with tolerance 1.44e-05 
::::::::::::::::::::::: 
Scanning at lag=390.45 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.509083669442929e-06 Stepsize:1.0  Objective Value:126.55529824160945  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.5090488368454386e-06 Stepsize:0.8  Objective Value:126.55529773976421  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.5090209708257187e-06 Stepsize:0.6400000000000001  Objective Value:126.55529733829319  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089986780483026e-06 Stepsize:0.5120000000000001  Objective Value:126.55529701711959  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.508980843849785e-06 Stepsize:0.40960000000000013  Objective Value:126.55529676018273  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089665765059446e-06 Stepsize:0.32768000000000014  Objective Value:126.5552965546346  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089551626411775e-06 Stepsize:0.2621440000000001  Objective Value:126.55529639019696  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.508946031555648e-06 Stepsize:0.2097152000000001  Objective Value:126.55529625864727  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.50893872669131e-06 Stepsize:0.1677721600000001  Objective Value:126.55529615340792  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089328828020202e-06 Stepsize:0.13421772800000006  Objective Value:126.55529606921664  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089282076928367e-06 Stepsize:0.10737418240000006  Objective Value:126.55529600186384  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.508924467606332e-06 Stepsize:0.08589934592000005  Objective Value:126.55529594798156  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089214755376015e-06 Stepsize:0.06871947673600004  Objective Value:126.55529590487593  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.508919081883018e-06 Stepsize:0.054975581388800036  Objective Value:126.55529587039135  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.508917166959927e-06 Stepsize:0.043980465111040035  Objective Value:126.55529584280376  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089156350213324e-06 Stepsize:0.03518437208883203  Objective Value:126.55529582073376  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.508914409470984e-06 Stepsize:0.028147497671065627  Objective Value:126.55529580307763  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089134290303714e-06 Stepsize:0.022517998136852502  Objective Value:126.55529578895292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.508912644677798e-06 Stepsize:0.018014398509482003  Objective Value:126.55529577765306  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.508912017196529e-06 Stepsize:0.014411518807585602  Objective Value:126.55529576861305  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.508911515210981e-06 Stepsize:0.011529215046068483  Objective Value:126.5552957613812  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.508911113622232e-06 Stepsize:0.009223372036854787  Objective Value:126.55529575559572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089107923519015e-06 Stepsize:0.00737869762948383  Objective Value:126.55529575096719  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089105353356474e-06 Stepsize:0.005902958103587064  Objective Value:126.55529574726452  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.508910329722089e-06 Stepsize:0.004722366482869652  Objective Value:126.55529574430234  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089101652312317e-06 Stepsize:0.0037778931862957215  Objective Value:126.55529574193261  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089100336394253e-06 Stepsize:0.0030223145490365774  Objective Value:126.5552957400368  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089099283654984e-06 Stepsize:0.002417851639229262  Objective Value:126.55529573852004  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.508909844146039e-06 Stepsize:0.0019342813113834097  Objective Value:126.55529573730682  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.5089097767708124e-06 Stepsize:0.0015474250491067279  Objective Value:126.55529573633613  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.154136406838126e-10 Stepsize:0.0018569100589280734  Objective Value:126.55529573632198  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.460757834284553e-10 Stepsize:0.0014855280471424588  Objective Value:126.55529573632494  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.706054975716085e-10 Stepsize:0.0011884224377139672  Objective Value:126.55529573632712  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.90229280367832e-10 Stepsize:0.0009507379501711738  Objective Value:126.5552957363289  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.05928295209846e-10 Stepsize:0.0007605903601369392  Objective Value:126.55529573633042  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.184875069099849e-10 Stepsize:0.0006084722881095514  Objective Value:126.55529573633149  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.285348757171528e-10 Stepsize:0.00048677783048764115  Objective Value:126.55529573633244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.365727760321098e-10 Stepsize:0.00038942226439011294  Objective Value:126.5552957363332  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.430030932483092e-10 Stepsize:0.00031153781151209035  Objective Value:126.55529573633387  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.481473398221664e-10 Stepsize:0.0002492302492096723  Objective Value:126.55529573633433  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.522627394664969e-10 Stepsize:0.00019938419936773785  Objective Value:126.55529573633476  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.555550631284572e-10 Stepsize:0.0001595073594941903  Objective Value:126.55529573633495  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.5818892733809e-10 Stepsize:0.00012760588759535226  Objective Value:126.55529573633534  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.602960134907838e-10 Stepsize:0.00010208471007628181  Objective Value:126.5552957363355  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.619816810468441e-10 Stepsize:8.166776806102545e-05  Objective Value:126.55529573633564  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.633302140400163e-10 Stepsize:6.533421444882036e-05  Objective Value:126.55529573633572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.644090423644339e-10 Stepsize:5.2267371559056295e-05  Objective Value:126.55529573633565  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.652721012292603e-10 Stepsize:4.1813897247245036e-05  Objective Value:126.55529573633586  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.659625536987643e-10 Stepsize:3.345111779779603e-05  Objective Value:126.55529573633602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.665149064044388e-10 Stepsize:2.6760894238236826e-05  Objective Value:126.55529573633605  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.669567993459481e-10 Stepsize:2.1408715390589462e-05  Objective Value:126.55529573633598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.673103132221066e-10 Stepsize:1.712697231247157e-05  Objective Value:126.55529573633618  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.675931269793286e-10 Stepsize:1.3701577849977256e-05  Objective Value:126.55529573633615  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.678193730303024e-10 Stepsize:1.0961262279981805e-05  Objective Value:126.55529573633613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.680003684941446e-10 Stepsize:8.769009823985445e-06  Objective Value:126.55529573633625  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.681451628811284e-10 Stepsize:7.015207859188356e-06  Objective Value:126.55529573633618  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.68260998173875e-10 Stepsize:5.612166287350686e-06  Objective Value:126.55529573633616  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.683536723603422e-10 Stepsize:4.489733029880549e-06  Objective Value:126.55529573633622  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.68427803708104e-10 Stepsize:3.5917864239044394e-06  Objective Value:126.55529573633613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.684871214389527e-10 Stepsize:2.873429139123552e-06  Objective Value:126.55529573633615  Decrease Error:1.4210854715202004e-14 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.4036689979626815e-10 Stepsize:1.0  Objective Value:126.5552957281348  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.8347746861614383e-10 Stepsize:0.8  Objective Value:126.55529572971787  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.9796541661450846e-10 Stepsize:0.6400000000000001  Objective Value:126.55529573100492  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.895554504437273e-10 Stepsize:0.5120000000000001  Objective Value:126.55529573204768  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.628272700517929e-10 Stepsize:0.40960000000000013  Objective Value:126.55529573289046  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.214445923244576e-10 Stepsize:0.32768000000000014  Objective Value:126.55529573356996  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.683383657957261e-10 Stepsize:0.2621440000000001  Objective Value:126.55529573411704  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.058533296687429e-10 Stepsize:0.2097152000000001  Objective Value:126.55529573455699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.358652660659105e-10 Stepsize:0.1677721600000001  Objective Value:126.55529573491026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.598747932068666e-10 Stepsize:0.13421772800000006  Objective Value:126.55529573519385  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.790824000931667e-10 Stepsize:0.10737418240000006  Objective Value:126.55529573542132  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.944484771427194e-10 Stepsize:0.08589934592000005  Objective Value:126.55529573560368  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.067413319735719e-10 Stepsize:0.06871947673600004  Objective Value:126.55529573574972  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.165756126344364e-10 Stepsize:0.054975581388800036  Objective Value:126.55529573586668  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.244430347751728e-10 Stepsize:0.043980465111040035  Objective Value:126.55529573596047  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.307369704508171e-10 Stepsize:0.03518437208883203  Objective Value:126.55529573603546  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.357721185915329e-10 Stepsize:0.028147497671065627  Objective Value:126.55529573609552  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.39800236301796e-10 Stepsize:0.022517998136852502  Objective Value:126.55529573614366  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.430227300187073e-10 Stepsize:0.018014398509482003  Objective Value:126.55529573618217  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.456007243755964e-10 Stepsize:0.014411518807585602  Objective Value:126.5552957362128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.476631197892792e-10 Stepsize:0.011529215046068483  Objective Value:126.55529573623762  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.493130370390869e-10 Stepsize:0.009223372036854787  Objective Value:126.55529573625728  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.506329699105849e-10 Stepsize:0.00737869762948383  Objective Value:126.55529573627301  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.516889166360431e-10 Stepsize:0.005902958103587064  Objective Value:126.55529573628576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.525336737955035e-10 Stepsize:0.004722366482869652  Objective Value:126.55529573629582  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.532094789918128e-10 Stepsize:0.0037778931862957215  Objective Value:126.55529573630388  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.537501235269757e-10 Stepsize:0.0030223145490365774  Objective Value:126.55529573631033  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.541826388989633e-10 Stepsize:0.002417851639229262  Objective Value:126.55529573631544  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.54528652149296e-10 Stepsize:0.0019342813113834097  Objective Value:126.55529573631965  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.548054619608051e-10 Stepsize:0.0015474250491067279  Objective Value:126.55529573632293  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.9427944438074206e-08 Stepsize:0.0018569100589280734  Objective Value:126.5552957359587  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.946595737114072e-08 Stepsize:0.0014855280471424588  Objective Value:126.55529573603165  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.9496367707716025e-08 Stepsize:0.0011884224377139672  Objective Value:126.55529573608976  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.9520695994822235e-08 Stepsize:0.0009507379501711738  Objective Value:126.55529573613651  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.9540158603538734e-08 Stepsize:0.0007605903601369392  Objective Value:126.55529573617372  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.9555728685329447e-08 Stepsize:0.0006084722881095514  Objective Value:126.5552957362036  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.9568184766417896e-08 Stepsize:0.00048677783048764115  Objective Value:126.55529573622749  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.9578149620121373e-08 Stepsize:0.00038942226439011294  Objective Value:126.55529573624656  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.9586121517894357e-08 Stepsize:0.00031153781151209035  Objective Value:126.55529573626187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.9592499027525862e-08 Stepsize:0.0002492302492096723  Objective Value:126.55529573627402  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.9597601030980994e-08 Stepsize:0.00019938419936773785  Objective Value:126.55529573628384  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.960168263626045e-08 Stepsize:0.0001595073594941903  Objective Value:126.55529573629173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.9604947914282376e-08 Stepsize:0.00012760588759535226  Objective Value:126.55529573629788  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.9607560151640224e-08 Stepsize:0.00010208471007628181  Objective Value:126.55529573630295  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.9609649923897374e-08 Stepsize:8.166776806102545e-05  Objective Value:126.55529573630702  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.9611321751070602e-08 Stepsize:6.533421444882036e-05  Objective Value:126.55529573631017  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.9612659215281165e-08 Stepsize:5.2267371559056295e-05  Objective Value:126.55529573631271  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.961372917450655e-08 Stepsize:4.1813897247245036e-05  Objective Value:126.55529573631478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.9614585161229026e-08 Stepsize:3.345111779779603e-05  Objective Value:126.55529573631634  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.9615269942128546e-08 Stepsize:2.6760894238236826e-05  Objective Value:126.55529573631775  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.9615817757177078e-08 Stepsize:2.1408715390589462e-05  Objective Value:126.55529573631878  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.961625602270338e-08 Stepsize:1.712697231247157e-05  Objective Value:126.55529573631964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.9616606626797747e-08 Stepsize:1.3701577849977256e-05  Objective Value:126.55529573632025  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.9616887111634492e-08 Stepsize:1.0961262279981805e-05  Objective Value:126.55529573632082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.9617111500176094e-08 Stepsize:8.769009823985445e-06  Objective Value:126.55529573632127  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.9617291016950803e-08 Stepsize:7.015207859188356e-06  Objective Value:126.55529573632155  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.961743461085493e-08 Stepsize:5.612166287350686e-06  Objective Value:126.55529573632178  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.9617549499964442e-08 Stepsize:4.489733029880549e-06  Objective Value:126.55529573632208  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.9617641406806822e-08 Stepsize:3.5917864239044394e-06  Objective Value:126.55529573632221  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.9617714955070655e-08 Stepsize:2.873429139123552e-06  Objective Value:126.55529573632246  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55529536850962  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55529505974845  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55529355982112  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55529031019853  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55528111545186  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55525771252887  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55519570485555  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.5550338539847  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55460876447026  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55349493354082  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.55057943067257  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.54300703894548  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.52379254523933  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.4783348595493  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.39149018319186  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.29961492564034  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.2607535529467  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.25116336805934  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.25052679660843  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.25052287345346  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.25052285357073  Decrease Error:0.0 
Change of 0.30 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(390.4511936, dtype=float64), 'logtau': Array(4.9177302, dtype=float64), 'logamp': Array(0.07492253, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-0.0477531, dtype=float64), 'logtau': Array(-0.03291089, dtype=float64), 'logamp': Array(0.04995874, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11127.339081938724
And log height: -126.25...
log-evidence is ~-129.07
Seems to have converged at iteration 17 / 64 with tolerance 1.43e-05 
::::::::::::::::::::::: 
Scanning at lag=403.25 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.2583170533254156e-06 Stepsize:1.0  Objective Value:120.1418436755663  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.2584211443924413e-06 Stepsize:0.8  Objective Value:120.14184412733789  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.258504417012159e-06 Stepsize:0.6400000000000001  Objective Value:120.14184448877015  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.2585710349599183e-06 Stepsize:0.5120000000000001  Objective Value:120.14184477792563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.2586243292221195e-06 Stepsize:0.40960000000000013  Objective Value:120.141845009256  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.2586669645707123e-06 Stepsize:0.32768000000000014  Objective Value:120.14184519432435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.258701072810651e-06 Stepsize:0.2621440000000001  Objective Value:120.14184534238154  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.2587283593775863e-06 Stepsize:0.2097152000000001  Objective Value:120.14184546082889  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.258750188615259e-06 Stepsize:0.1677721600000001  Objective Value:120.14184555558778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.258767651994686e-06 Stepsize:0.13421772800000006  Objective Value:120.14184563139554  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.2587816226920377e-06 Stepsize:0.10737418240000006  Objective Value:120.14184569204218  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2587927992457362e-06 Stepsize:0.08589934592000005  Objective Value:120.1418457405598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.258801740485765e-06 Stepsize:0.06871947673600004  Objective Value:120.14184577937402  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588088934761124e-06 Stepsize:0.054975581388800036  Objective Value:120.14184581042551  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588146158675088e-06 Stepsize:0.043980465111040035  Objective Value:120.14184583526676  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.258819193779871e-06 Stepsize:0.03518437208883203  Objective Value:120.14184585513985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588228561086788e-06 Stepsize:0.028147497671065627  Objective Value:120.14184587103826  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.258825785972366e-06 Stepsize:0.022517998136852502  Objective Value:120.14184588375717  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588281298626532e-06 Stepsize:0.018014398509482003  Objective Value:120.14184589393216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588300049752537e-06 Stepsize:0.014411518807585602  Objective Value:120.14184590207222  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588315050650535e-06 Stepsize:0.011529215046068483  Objective Value:120.14184590858432  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588327051368126e-06 Stepsize:0.009223372036854787  Objective Value:120.14184591379399  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.258833665194024e-06 Stepsize:0.00737869762948383  Objective Value:120.14184591796158  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588344332394674e-06 Stepsize:0.005902958103587064  Objective Value:120.14184592129573  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.258835047676029e-06 Stepsize:0.004722366482869652  Objective Value:120.14184592396316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.258835539225291e-06 Stepsize:0.0037778931862957215  Objective Value:120.14184592609696  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588359324651886e-06 Stepsize:0.0030223145490365774  Objective Value:120.14184592780414  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588362470565472e-06 Stepsize:0.002417851639229262  Objective Value:120.14184592916985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588364987299234e-06 Stepsize:0.0019342813113834097  Objective Value:120.14184593026242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.2588367000681608e-06 Stepsize:0.0015474250491067279  Objective Value:120.14184593113632  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.846932801476103e-10 Stepsize:0.0018569100589280734  Objective Value:120.1418459311416  Decrease Error:5.286437954055145e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.841496096711554e-10 Stepsize:0.0014855280471424588  Objective Value:120.14184593114055  Decrease Error:4.234834705130197e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.8371467261672503e-10 Stepsize:0.0011884224377139672  Objective Value:120.14184593113978  Decrease Error:3.467448550509289e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.8336672352849554e-10 Stepsize:0.0009507379501711738  Objective Value:120.14184593113913  Decrease Error:2.8137492336099967e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.830883639990587e-10 Stepsize:0.0007605903601369392  Objective Value:120.14184593113846  Decrease Error:2.1458390619955026e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.8286567725676227e-10 Stepsize:0.0006084722881095514  Objective Value:120.14184593113812  Decrease Error:1.8047785488306545e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.826875267512791e-10 Stepsize:0.00048677783048764115  Objective Value:120.14184593113777  Decrease Error:1.4495071809506044e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.8254500688662196e-10 Stepsize:0.00038942226439011294  Objective Value:120.14184593113742  Decrease Error:1.1084466677857563e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.8243099082582847e-10 Stepsize:0.00031153781151209035  Objective Value:120.1418459311372  Decrease Error:8.810729923425242e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.82339778226899e-10 Stepsize:0.0002492302492096723  Objective Value:120.1418459311371  Decrease Error:7.815970093361102e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.8226680705847104e-10 Stepsize:0.00019938419936773785  Objective Value:120.14184593113694  Decrease Error:6.252776074688882e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.822084318770869e-10 Stepsize:0.0001595073594941903  Objective Value:120.1418459311369  Decrease Error:5.826450433232822e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.8216173098150836e-10 Stepsize:0.00012760588759535226  Objective Value:120.1418459311368  Decrease Error:4.831690603168681e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.8212436974903307e-10 Stepsize:0.00010208471007628181  Objective Value:120.1418459311367  Decrease Error:3.836930773104541e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.820944809649855e-10 Stepsize:8.166776806102545e-05  Objective Value:120.14184593113654  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.820705710392291e-10 Stepsize:6.533421444882036e-05  Objective Value:120.14184593113659  Decrease Error:2.7000623958883807e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.820514420181487e-10 Stepsize:5.2267371559056295e-05  Objective Value:120.14184593113654  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.8203613840622827e-10 Stepsize:4.1813897247245036e-05  Objective Value:120.14184593113653  Decrease Error:2.1316282072803006e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.8202389655413786e-10 Stepsize:3.345111779779603e-05  Objective Value:120.14184593113646  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.820141031795305e-10 Stepsize:2.6760894238236826e-05  Objective Value:120.14184593113644  Decrease Error:1.2789769243681803e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.82006267652124e-10 Stepsize:2.1408715390589462e-05  Objective Value:120.14184593113642  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.8199999938808576e-10 Stepsize:1.712697231247157e-05  Objective Value:120.14184593113642  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.819949848090424e-10 Stepsize:1.3701577849977256e-05  Objective Value:120.14184593113643  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.8199097303061125e-10 Stepsize:1.0961262279981805e-05  Objective Value:120.14184593113642  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.819877645324875e-10 Stepsize:8.769009823985445e-06  Objective Value:120.1418459311364  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.819851965081624e-10 Stepsize:7.015207859188356e-06  Objective Value:120.14184593113634  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.819831430156952e-10 Stepsize:5.612166287350686e-06  Objective Value:120.14184593113632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.8198149991916125e-10 Stepsize:4.489733029880549e-06  Objective Value:120.14184593113639  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.8198018466164734e-10 Stepsize:3.5917864239044394e-06  Objective Value:120.14184593113639  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.819791339748745e-10 Stepsize:2.873429139123552e-06  Objective Value:120.14184593113639  Decrease Error:7.105427357601002e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184591386693  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184584069686  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184567665836  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184521957476  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184405078421  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14184096464386  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14183292047124  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14181187944577  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14175710622833  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14161548542734  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.1412562278841  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.14038663150961  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.1385063342342  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.13532855431286  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.1319909038862  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.13048245269518  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.13027535308488  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.13026464491737  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.13026452868247  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(403.2495938, dtype=float64), 'logtau': Array(4.88247285, dtype=float64), 'logamp': Array(0.07177273, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.01624833, dtype=float64), 'logtau': Array(-0.04701952, dtype=float64), 'logamp': Array(0.04785762, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10457.472855047825
And log height: -120.13...
log-evidence is ~-122.92
Seems to have converged at iteration 18 / 64 with tolerance 1.67e-05 
::::::::::::::::::::::: 
Scanning at lag=416.05 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.392685588424058 Stepsize:1.0  Objective Value:122.5229501171065  Decrease Error:2.392685588424058 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926857059237534 Stepsize:0.8  Objective Value:122.5229502346062  Decrease Error:2.3926857059237534 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926857999333606 Stepsize:0.6400000000000001  Objective Value:122.5229503286158  Decrease Error:2.3926857999333606 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926858751471514 Stepsize:0.5120000000000001  Objective Value:122.52295040382961  Decrease Error:2.3926858751471514 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926859353222483 Stepsize:0.40960000000000013  Objective Value:122.52295046400471  Decrease Error:2.3926859353222483 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.392685983464858 Stepsize:0.32768000000000014  Objective Value:122.52295051214732  Decrease Error:2.392685983464858 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926860219806088 Stepsize:0.2621440000000001  Objective Value:122.52295055066307  Decrease Error:2.3926860219806088 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926860527942324 Stepsize:0.2097152000000001  Objective Value:122.52295058147669  Decrease Error:2.3926860527942324 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926860774457595 Stepsize:0.1677721600000001  Objective Value:122.52295060612823  Decrease Error:2.3926860774457595 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926860971673847 Stepsize:0.13421772800000006  Objective Value:122.52295062584986  Decrease Error:2.3926860971673847 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686112945114 Stepsize:0.10737418240000006  Objective Value:122.52295064162759  Decrease Error:2.392686112945114 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686125567238 Stepsize:0.08589934592000005  Objective Value:122.52295065424971  Decrease Error:2.392686125567238 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686135665201 Stepsize:0.06871947673600004  Objective Value:122.52295066434768  Decrease Error:2.392686135665201 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686143743589 Stepsize:0.054975581388800036  Objective Value:122.52295067242606  Decrease Error:2.392686143743589 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861502064156 Stepsize:0.043980465111040035  Objective Value:122.52295067888889  Decrease Error:2.3926861502064156 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861553765804 Stepsize:0.03518437208883203  Objective Value:122.52295068405905  Decrease Error:2.3926861553765804 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686159512877 Stepsize:0.028147497671065627  Objective Value:122.52295068819535  Decrease Error:2.392686159512877 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861628218745 Stepsize:0.022517998136852502  Objective Value:122.52295069150435  Decrease Error:2.3926861628218745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861654690867 Stepsize:0.018014398509482003  Objective Value:122.52295069415156  Decrease Error:2.3926861654690867 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861675868025 Stepsize:0.014411518807585602  Objective Value:122.52295069626928  Decrease Error:2.3926861675868025 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686169280921 Stepsize:0.011529215046068483  Objective Value:122.5229506979634  Decrease Error:2.392686169280921 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686170636324 Stepsize:0.009223372036854787  Objective Value:122.5229506993188  Decrease Error:2.392686170636324 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686171720655 Stepsize:0.00737869762948383  Objective Value:122.52295070040313  Decrease Error:2.392686171720655 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686172588128 Stepsize:0.005902958103587064  Objective Value:122.5229507012706  Decrease Error:2.392686172588128 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.39268617328203 Stepsize:0.004722366482869652  Objective Value:122.5229507019645  Decrease Error:2.39268617328203 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861738372054 Stepsize:0.0037778931862957215  Objective Value:122.52295070251968  Decrease Error:2.3926861738372054 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686174281451 Stepsize:0.0030223145490365774  Objective Value:122.52295070296393  Decrease Error:2.392686174281451 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686174636637 Stepsize:0.002417851639229262  Objective Value:122.52295070331911  Decrease Error:2.392686174636637 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.3926861749209536 Stepsize:0.0019342813113834097  Objective Value:122.52295070360343  Decrease Error:2.3926861749209536 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.392686175148313 Stepsize:0.0015474250491067279  Objective Value:122.52295070383079  Decrease Error:2.392686175148313 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.555168767927371e-10 Stepsize:0.0018569100589280734  Objective Value:122.52295070382702  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.6619492964148758e-10 Stepsize:0.0014855280471424588  Objective Value:122.52295070382773  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.7473737675276858e-10 Stepsize:0.0011884224377139672  Objective Value:122.5229507038283  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.8157133164319651e-10 Stepsize:0.0009507379501711738  Objective Value:122.52295070382884  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.8703849536580349e-10 Stepsize:0.0007605903601369392  Objective Value:122.52295070382911  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.914122282141378e-10 Stepsize:0.0006084722881095514  Objective Value:122.5229507038295  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.9491121280416039e-10 Stepsize:0.00048677783048764115  Objective Value:122.52295070382985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.9771039771281816e-10 Stepsize:0.00038942226439011294  Objective Value:122.52295070382998  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.9994975094013775e-10 Stepsize:0.00031153781151209035  Objective Value:122.52295070383005  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.0174123369411052e-10 Stepsize:0.0002492302492096723  Objective Value:122.52295070383033  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.031744193362141e-10 Stepsize:0.00019938419936773785  Objective Value:122.52295070383039  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.0432096358762719e-10 Stepsize:0.0001595073594941903  Objective Value:122.52295070383045  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.0523820715686577e-10 Stepsize:0.00012760588759535226  Objective Value:122.52295070383043  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.059719966102193e-10 Stepsize:0.00010208471007628181  Objective Value:122.52295070383062  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.0655902979242914e-10 Stepsize:8.166776806102545e-05  Objective Value:122.52295070383069  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.070286528240267e-10 Stepsize:6.533421444882036e-05  Objective Value:122.52295070383057  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.0740435232944118e-10 Stepsize:5.2267371559056295e-05  Objective Value:122.52295070383065  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.0770491581792704e-10 Stepsize:4.1813897247245036e-05  Objective Value:122.52295070383066  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.0794536720096116e-10 Stepsize:3.345111779779603e-05  Objective Value:122.5229507038306  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.0813772519843873e-10 Stepsize:2.6760894238236826e-05  Objective Value:122.52295070383065  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.082916131549614e-10 Stepsize:2.1408715390589462e-05  Objective Value:122.52295070383067  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.0841471781321037e-10 Stepsize:1.712697231247157e-05  Objective Value:122.5229507038307  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.0851320731454136e-10 Stepsize:1.3701577849977256e-05  Objective Value:122.52295070383077  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.0859199993204568e-10 Stepsize:1.0961262279981805e-05  Objective Value:122.52295070383074  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.0865502771463725e-10 Stepsize:8.769009823985445e-06  Objective Value:122.5229507038308  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.0870545023751084e-10 Stepsize:7.015207859188356e-06  Objective Value:122.52295070383084  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.0874579534513668e-10 Stepsize:5.612166287350686e-06  Objective Value:122.52295070383073  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.0877806725976948e-10 Stepsize:4.489733029880549e-06  Objective Value:122.52295070383079  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.0880388428867697e-10 Stepsize:3.5917864239044394e-06  Objective Value:122.52295070383079  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.0882453802157843e-10 Stepsize:2.873429139123552e-06  Objective Value:122.52295070383076  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.570086614170577e-10 Stepsize:1.0  Objective Value:122.52295070438781  Decrease Error:5.570086614170577e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.335021230872371e-10 Stepsize:0.8  Objective Value:122.5229507042643  Decrease Error:4.335021230872371e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.391278369235806e-10 Stepsize:0.6400000000000001  Objective Value:122.52295070416992  Decrease Error:3.391278369235806e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.6625457394402474e-10 Stepsize:0.5120000000000001  Objective Value:122.52295070409704  Decrease Error:2.6625457394402474e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.0979484816052718e-10 Stepsize:0.40960000000000013  Objective Value:122.52295070404057  Decrease Error:2.0979484816052718e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.6582646367169218e-10 Stepsize:0.32768000000000014  Objective Value:122.5229507039966  Decrease Error:1.6582646367169218e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.3139356269675773e-10 Stepsize:0.2621440000000001  Objective Value:122.52295070396217  Decrease Error:1.3139356269675773e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.0430767360958271e-10 Stepsize:0.2097152000000001  Objective Value:122.52295070393508  Decrease Error:1.0430767360958271e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.277822871605167e-11 Stepsize:0.1677721600000001  Objective Value:122.52295070391355  Decrease Error:8.277822871605167e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.847359818239968e-11 Stepsize:0.13421772800000006  Objective Value:122.52295070389671  Decrease Error:6.59525767332525e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.440356086832819e-11 Stepsize:0.10737418240000006  Objective Value:122.52295070388334  Decrease Error:5.2580162446247414e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.114752900596067e-11 Stepsize:0.08589934592000005  Objective Value:122.52295070387261  Decrease Error:4.18509671362699e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.854270374883131e-11 Stepsize:0.06871947673600004  Objective Value:122.52295070386418  Decrease Error:3.342393029015511e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.645884270422639e-11 Stepsize:0.054975581388800036  Objective Value:122.52295070385752  Decrease Error:2.6759039428725373e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.4791753721074016e-11 Stepsize:0.043980465111040035  Objective Value:122.52295070385212  Decrease Error:2.135891463694861e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.345808244696891e-11 Stepsize:0.03518437208883203  Objective Value:122.52295070384775  Decrease Error:1.6996182239381596e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.2391145219145316e-11 Stepsize:0.028147497671065627  Objective Value:122.52295070384434  Decrease Error:1.3585577107733116e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.153759567219219e-11 Stepsize:0.022517998136852502  Objective Value:122.52295070384173  Decrease Error:1.0970779840135947e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.0854755862173786e-11 Stepsize:0.018014398509482003  Objective Value:122.52295070383943  Decrease Error:8.668621376273222e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.0308483927677e-11 Stepsize:0.014411518807585602  Objective Value:122.52295070383774  Decrease Error:6.977529665164184e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.987146639769785e-11 Stepsize:0.011529215046068483  Objective Value:122.52295070383626  Decrease Error:5.4996007747831754e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.95218522032068e-11 Stepsize:0.009223372036854787  Objective Value:122.52295070383518  Decrease Error:4.419575816427823e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.924216111002477e-11 Stepsize:0.00737869762948383  Objective Value:122.52295070383438  Decrease Error:3.623767952376511e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.9018408545323796e-11 Stepsize:0.005902958103587064  Objective Value:122.52295070383362  Decrease Error:2.8563817977556027e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.8839405967470853e-11 Stepsize:0.004722366482869652  Objective Value:122.52295070383315  Decrease Error:2.3874235921539366e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.8696203544606574e-11 Stepsize:0.0037778931862957215  Objective Value:122.52295070383256  Decrease Error:1.8047785488306545e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.858164241514691e-11 Stepsize:0.0030223145490365774  Objective Value:122.52295070383221  Decrease Error:1.4495071809506044e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.8489993156333563e-11 Stepsize:0.002417851639229262  Objective Value:122.52295070383192  Decrease Error:1.1652900866465643e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.841667402168868e-11 Stepsize:0.0019342813113834097  Objective Value:122.52295070383184  Decrease Error:1.0800249583553523e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.835801803532998e-11 Stepsize:0.0015474250491067279  Objective Value:122.5229507038316  Decrease Error:8.384404281969182e-13 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.5091441662054805e-10 Stepsize:0.0018569100589280734  Objective Value:122.522950703825  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.5148222711338484e-10 Stepsize:0.0014855280471424588  Objective Value:122.52295070382617  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.519364764698847e-10 Stepsize:0.0011884224377139672  Objective Value:122.52295070382735  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.5229987571351077e-10 Stepsize:0.0009507379501711738  Objective Value:122.52295070382812  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.525905952595223e-10 Stepsize:0.0007605903601369392  Objective Value:122.52295070382883  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.528231707099843e-10 Stepsize:0.0006084722881095514  Objective Value:122.52295070382941  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.5300923131565464e-10 Stepsize:0.00048677783048764115  Objective Value:122.5229507038299  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.531580781759205e-10 Stepsize:0.00038942226439011294  Objective Value:122.52295070383008  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.532771571237404e-10 Stepsize:0.00031153781151209035  Objective Value:122.52295070383045  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.5337242068145705e-10 Stepsize:0.0002492302492096723  Objective Value:122.52295070383065  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.534486308801584e-10 Stepsize:0.00019938419936773785  Objective Value:122.52295070383083  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.535095993698011e-10 Stepsize:0.0001595073594941903  Objective Value:122.52295070383106  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.53558375048867e-10 Stepsize:0.00012760588759535226  Objective Value:122.52295070383111  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.5359739271864515e-10 Stepsize:0.00010208471007628181  Objective Value:122.52295070383119  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.5362860905234876e-10 Stepsize:8.166776806102545e-05  Objective Value:122.52295070383127  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.5365358199598365e-10 Stepsize:6.533421444882036e-05  Objective Value:122.52295070383128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.5367355940695805e-10 Stepsize:5.2267371559056295e-05  Objective Value:122.52295070383127  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.5368954161593606e-10 Stepsize:4.1813897247245036e-05  Objective Value:122.52295070383136  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.53702327889983e-10 Stepsize:3.345111779779603e-05  Objective Value:122.52295070383141  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.5371255644131953e-10 Stepsize:2.6760894238236826e-05  Objective Value:122.52295070383143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.5372073907943967e-10 Stepsize:2.1408715390589462e-05  Objective Value:122.52295070383143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.5372728661024063e-10 Stepsize:1.712697231247157e-05  Objective Value:122.52295070383151  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.5373252345072934e-10 Stepsize:1.3701577849977256e-05  Objective Value:122.52295070383151  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.5373671329920293e-10 Stepsize:1.0961262279981805e-05  Objective Value:122.5229507038315  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.5374006569806004e-10 Stepsize:8.769009823985445e-06  Objective Value:122.52295070383146  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.537427466657583e-10 Stepsize:7.015207859188356e-06  Objective Value:122.52295070383141  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.537448912278199e-10 Stepsize:5.612166287350686e-06  Objective Value:122.52295070383155  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.537466078535899e-10 Stepsize:4.489733029880549e-06  Objective Value:122.52295070383144  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.5374798060770027e-10 Stepsize:3.5917864239044394e-06  Objective Value:122.52295070383151  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.5374907855382936e-10 Stepsize:2.873429139123552e-06  Objective Value:122.52295070383147  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52295069509206  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52295068648677  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52295064902312  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52295056562326  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52295033249243  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52294973689162  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52294816296315  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52294405876076  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52293331310487  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52290530338011  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52283274119264  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52264821458263  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.522200671744  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.52123782625058  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.51967863675885  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.51825765963507  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.51770811021493  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.51763070647448  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.5176279229738  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:122.51762789428965  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(416.047994, dtype=float64), 'logtau': Array(4.90153578, dtype=float64), 'logamp': Array(0.07099956, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.08028306, dtype=float64), 'logtau': Array(-0.03939078, dtype=float64), 'logamp': Array(0.04734188, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9722.943119009842
And log height: -122.52...
log-evidence is ~-125.27
Seems to have converged at iteration 19 / 64 with tolerance 1.04e-05 
::::::::::::::::::::::: 
Scanning at lag=428.85 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.080066251784207e-06 Stepsize:1.0  Objective Value:120.78437940433751  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.080018932043821e-06 Stepsize:0.8  Objective Value:120.78437798828661  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.079981076321046e-06 Stepsize:0.6400000000000001  Objective Value:120.78437685545262  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.07995079178676e-06 Stepsize:0.5120000000000001  Objective Value:120.78437594918987  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.079926564188269e-06 Stepsize:0.40960000000000013  Objective Value:120.78437522418245  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.079907182127331e-06 Stepsize:0.32768000000000014  Objective Value:120.78437464417836  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.079891676490473e-06 Stepsize:0.2621440000000001  Objective Value:120.78437418017604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.079879271988321e-06 Stepsize:0.2097152000000001  Objective Value:120.7843738089751  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.07986934839161e-06 Stepsize:0.1677721600000001  Objective Value:120.78437351201467  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798614095168195e-06 Stepsize:0.13421772800000006  Objective Value:120.78437327444678  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798550584191085e-06 Stepsize:0.10737418240000006  Objective Value:120.78437308439248  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798499775426405e-06 Stepsize:0.08589934592000005  Objective Value:120.78437293234924  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798459128415705e-06 Stepsize:0.06871947673600004  Objective Value:120.78437281071481  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798426610813575e-06 Stepsize:0.054975581388800036  Objective Value:120.78437271340725  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.079840059673692e-06 Stepsize:0.043980465111040035  Objective Value:120.78437263556125  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.079837978547666e-06 Stepsize:0.03518437208883203  Objective Value:120.78437257328451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.079836313647088e-06 Stepsize:0.028147497671065627  Objective Value:120.78437252346302  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798349817267925e-06 Stepsize:0.022517998136852502  Objective Value:120.78437248360594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.0798339161903564e-06 Stepsize:0.018014398509482003  Objective Value:120.78437245172016  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.079833063761596e-06 Stepsize:0.014411518807585602  Objective Value:120.78437242621165  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.079832381818419e-06 Stepsize:0.011529215046068483  Objective Value:120.78437240580477  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.07983183626397e-06 Stepsize:0.009223372036854787  Objective Value:120.78437238947934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.079831399819991e-06 Stepsize:0.00737869762948383  Objective Value:120.78437237641894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.079831050665404e-06 Stepsize:0.005902958103587064  Objective Value:120.7843723659707  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830771341609e-06 Stepsize:0.004722366482869652  Objective Value:120.78437235761203  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830547882262e-06 Stepsize:0.0037778931862957215  Objective Value:120.78437235092524  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830369115064e-06 Stepsize:0.0030223145490365774  Objective Value:120.78437234557559  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830226101378e-06 Stepsize:0.002417851639229262  Objective Value:120.7843723412959  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830111690262e-06 Stepsize:0.0019342813113834097  Objective Value:120.78437233787224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.079830020161302e-06 Stepsize:0.0015474250491067279  Objective Value:120.78437233513331  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.1543460374626255e-09 Stepsize:0.0018569100589280734  Objective Value:120.78437233511185  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.1551703191913007e-09 Stepsize:0.0014855280471424588  Objective Value:120.78437233511609  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.1558297431092232e-09 Stepsize:0.0011884224377139672  Objective Value:120.78437233511953  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.1563572834958148e-09 Stepsize:0.0009507379501711738  Objective Value:120.78437233512224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.1567793146666757e-09 Stepsize:0.0007605903601369392  Objective Value:120.78437233512443  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.1571169408745916e-09 Stepsize:0.0006084722881095514  Objective Value:120.78437233512624  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.1573870410874037e-09 Stepsize:0.00048677783048764115  Objective Value:120.78437233512763  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.1576031227159053e-09 Stepsize:0.00038942226439011294  Objective Value:120.78437233512877  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.157775985253991e-09 Stepsize:0.00031153781151209035  Objective Value:120.7843723351296  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.1579142775721263e-09 Stepsize:0.0002492302492096723  Objective Value:120.78437233513031  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.1580249098735148e-09 Stepsize:0.00019938419936773785  Objective Value:120.78437233513107  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.1581134172677453e-09 Stepsize:0.0001595073594941903  Objective Value:120.78437233513151  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.1581842227711328e-09 Stepsize:0.00012760588759535226  Objective Value:120.78437233513182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.1582408663850858e-09 Stepsize:0.00010208471007628181  Objective Value:120.7843723351322  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.1582861821734254e-09 Stepsize:8.166776806102545e-05  Objective Value:120.78437233513237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.1583224335301596e-09 Stepsize:6.533421444882036e-05  Objective Value:120.78437233513242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.1583514360873514e-09 Stepsize:5.2267371559056295e-05  Objective Value:120.78437233513274  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.158374636970298e-09 Stepsize:4.1813897247245036e-05  Objective Value:120.78437233513276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.1583931982404404e-09 Stepsize:3.345111779779603e-05  Objective Value:120.78437233513297  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584080479206281e-09 Stepsize:2.6760894238236826e-05  Objective Value:120.78437233513296  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584199260601591e-09 Stepsize:2.1408715390589462e-05  Objective Value:120.78437233513303  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584294298240374e-09 Stepsize:1.712697231247157e-05  Objective Value:120.78437233513316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.158437032100593e-09 Stepsize:1.3701577849977256e-05  Objective Value:120.78437233513313  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584431153692475e-09 Stepsize:1.0961262279981805e-05  Objective Value:120.78437233513313  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.158447978734275e-09 Stepsize:8.769009823985445e-06  Objective Value:120.78437233513316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584518728767705e-09 Stepsize:7.015207859188356e-06  Objective Value:120.78437233513317  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584549878031646e-09 Stepsize:5.612166287350686e-06  Objective Value:120.78437233513317  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584574789880488e-09 Stepsize:4.489733029880549e-06  Objective Value:120.78437233513326  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584594724021632e-09 Stepsize:3.5917864239044394e-06  Objective Value:120.78437233513323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.1584610666401426e-09 Stepsize:2.873429139123552e-06  Objective Value:120.78437233513321  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.7843721027277  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.7843708885822  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78436830267624  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78436093138723  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78434222051897  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78429259425049  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78416311196472  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78382293758186  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78293115336187  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.78059265691087  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.77448797883089  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.75878063254017  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.72017422401241  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.63796040284342  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.5247839538498  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.45950791604388  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.4394439439439  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.43668941545502  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.43664895999167  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:120.43664887045342  Decrease Error:0.0 
Change of 0.35 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(428.8463942, dtype=float64), 'logtau': Array(5.04942268, dtype=float64), 'logamp': Array(0.06732758, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.14448279, dtype=float64), 'logtau': Array(0.01976972, dtype=float64), 'logamp': Array(0.04489259, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10361.989264963848
And log height: -120.44...
log-evidence is ~-123.22
Seems to have converged at iteration 20 / 64 with tolerance 3.21e-05 
::::::::::::::::::::::: 
Scanning at lag=441.64 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.181757521971487e-06 Stepsize:1.0  Objective Value:104.0836006769089  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.182308038774088e-06 Stepsize:0.8  Objective Value:104.0836019138084  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.182748450960058e-06 Stepsize:0.6400000000000001  Objective Value:104.08360290340728  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.183100779904842e-06 Stepsize:0.5120000000000001  Objective Value:104.08360369513706  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 6.183382642547451e-06 Stepsize:0.40960000000000013  Objective Value:104.08360432855342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.183608132331302e-06 Stepsize:0.32768000000000014  Objective Value:104.08360483530731  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.183788523948426e-06 Stepsize:0.2621440000000001  Objective Value:104.08360524072374  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 6.183932837107197e-06 Stepsize:0.2097152000000001  Objective Value:104.08360556506533  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 6.1840482875482335e-06 Stepsize:0.1677721600000001  Objective Value:104.0836058245441  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.184140647845529e-06 Stepsize:0.13421772800000006  Objective Value:104.08360603213058  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.184214536046036e-06 Stepsize:0.10737418240000006  Objective Value:104.08360619820192  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.184273646587282e-06 Stepsize:0.08589934592000005  Objective Value:104.08360633106058  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 6.184320935004512e-06 Stepsize:0.06871947673600004  Objective Value:104.08360643734831  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 6.1843587657278154e-06 Stepsize:0.054975581388800036  Objective Value:104.08360652237906  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 6.184389030301869e-06 Stepsize:0.043980465111040035  Objective Value:104.0836065904041  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 6.184413241956602e-06 Stepsize:0.03518437208883203  Objective Value:104.08360664482434  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 6.184432611278861e-06 Stepsize:0.028147497671065627  Objective Value:104.08360668836073  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 6.1844481067332276e-06 Stepsize:0.022517998136852502  Objective Value:104.08360672318985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 6.1844605030978495e-06 Stepsize:0.018014398509482003  Objective Value:104.08360675105331  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 6.184470420188183e-06 Stepsize:0.014411518807585602  Objective Value:104.08360677334406  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 6.184478353859793e-06 Stepsize:0.011529215046068483  Objective Value:104.08360679117666  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 6.184484700796939e-06 Stepsize:0.009223372036854787  Objective Value:104.08360680544286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 6.184489778346148e-06 Stepsize:0.00737869762948383  Objective Value:104.08360681685576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 6.184493840385629e-06 Stepsize:0.005902958103587064  Objective Value:104.08360682598607  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 6.184497090017631e-06 Stepsize:0.004722366482869652  Objective Value:104.08360683329036  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 6.184499689722864e-06 Stepsize:0.0037778931862957215  Objective Value:104.08360683913378  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 6.184501769486834e-06 Stepsize:0.0030223145490365774  Objective Value:104.0836068438085  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 6.184503433298527e-06 Stepsize:0.002417851639229262  Objective Value:104.08360684754831  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 6.184504764346819e-06 Stepsize:0.0019342813113834097  Objective Value:104.08360685054011  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 6.1845058291858455e-06 Stepsize:0.0015474250491067279  Objective Value:104.0836068529336  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.136800241805965e-10 Stepsize:0.0018569100589280734  Objective Value:104.08360685294669  Decrease Error:1.3088197192701045e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.11994058855338e-10 Stepsize:0.0014855280471424588  Objective Value:104.08360685294409  Decrease Error:1.0487610779819079e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.106452861552299e-10 Stepsize:0.0011884224377139672  Objective Value:104.08360685294197  Decrease Error:8.37019342725398e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.095662677600071e-10 Stepsize:0.0009507379501711738  Objective Value:104.08360685294035  Decrease Error:6.750155989720952e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.0870305416259e-10 Stepsize:0.0007605903601369392  Objective Value:104.08360685293896  Decrease Error:5.357492227631155e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.080124829526193e-10 Stepsize:0.0006084722881095514  Objective Value:104.08360685293792  Decrease Error:4.320099833421409e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.074600254452523e-10 Stepsize:0.00048677783048764115  Objective Value:104.08360685293702  Decrease Error:3.424815986363683e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.070180586831276e-10 Stepsize:0.00038942226439011294  Objective Value:104.08360685293638  Decrease Error:2.7853275241795927e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.066644868766918e-10 Stepsize:0.00031153781151209035  Objective Value:104.08360685293577  Decrease Error:2.1742607714259066e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.063816286671806e-10 Stepsize:0.0002492302492096723  Objective Value:104.08360685293539  Decrease Error:1.7905676941154525e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.061553433071019e-10 Stepsize:0.00019938419936773785  Objective Value:104.08360685293498  Decrease Error:1.3784529073745944e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.059743125728077e-10 Stepsize:0.0001595073594941903  Objective Value:104.08360685293478  Decrease Error:1.1795009413617663e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.058294891664752e-10 Stepsize:0.00012760588759535226  Objective Value:104.08360685293457  Decrease Error:9.663381206337363e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.057136307768341e-10 Stepsize:0.00010208471007628181  Objective Value:104.08360685293437  Decrease Error:7.673861546209082e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.056209431496481e-10 Stepsize:8.166776806102545e-05  Objective Value:104.08360685293425  Decrease Error:6.536993168992922e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.055467962673021e-10 Stepsize:6.533421444882036e-05  Objective Value:104.08360685293401  Decrease Error:4.121147867408581e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.054874755040754e-10 Stepsize:5.2267371559056295e-05  Objective Value:104.08360685293397  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.054400183825638e-10 Stepsize:4.1813897247245036e-05  Objective Value:104.08360685293394  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.054020556262529e-10 Stepsize:3.345111779779603e-05  Objective Value:104.08360685293387  Decrease Error:2.7000623958883807e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.053716847313805e-10 Stepsize:2.6760894238236826e-05  Objective Value:104.0836068529338  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.053473870424112e-10 Stepsize:2.1408715390589462e-05  Objective Value:104.08360685293377  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.053279486086655e-10 Stepsize:1.712697231247157e-05  Objective Value:104.0836068529337  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.053123981510154e-10 Stepsize:1.3701577849977256e-05  Objective Value:104.08360685293376  Decrease Error:1.5631940186722204e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.052999586691978e-10 Stepsize:1.0961262279981805e-05  Objective Value:104.08360685293368  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.052900059880218e-10 Stepsize:8.769009823985445e-06  Objective Value:104.08360685293367  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.052820422621788e-10 Stepsize:7.015207859188356e-06  Objective Value:104.08360685293373  Decrease Error:1.2789769243681803e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.052756738822343e-10 Stepsize:5.612166287350686e-06  Objective Value:104.08360685293371  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.052705787554399e-10 Stepsize:4.489733029880549e-06  Objective Value:104.08360685293366  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.052665018333988e-10 Stepsize:3.5917864239044394e-06  Objective Value:104.08360685293367  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.052632411936209e-10 Stepsize:2.873429139123552e-06  Objective Value:104.08360685293356  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08360682067922  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08360669574338  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08360640856051  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08360561677748  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08360358454182  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.0835982278679  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08358426488441  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08354779412531  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08345311898152  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.0832100553273  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08260421717272  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.08120039146606  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.0784580059917  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.07466881755978  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.07178984368521  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.07097267604343  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.07090793684154  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.07090591560572  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:104.0709059065106  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(441.6447944, dtype=float64), 'logtau': Array(5.02766184, dtype=float64), 'logamp': Array(0.07069886, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.20898124, dtype=float64), 'logtau': Array(0.01106485, dtype=float64), 'logamp': Array(0.0471413, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11179.497732114212
And log height: -104.07...
log-evidence is ~-106.89
Seems to have converged at iteration 21 / 64 with tolerance 4.10e-06 
::::::::::::::::::::::: 
Scanning at lag=454.44 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.559573091283374e-07 Stepsize:1.0  Objective Value:100.93547981845707  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.559604975343113e-07 Stepsize:0.8  Objective Value:100.9354798896516  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.55963048260865e-07 Stepsize:0.6400000000000001  Objective Value:100.93547994660793  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.5596508884330367e-07 Stepsize:0.5120000000000001  Objective Value:100.9354799921731  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.559667213099519e-07 Stepsize:0.40960000000000013  Objective Value:100.93548002862543  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.5596802728387586e-07 Stepsize:0.32768000000000014  Objective Value:100.93548005778737  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.559690720632118e-07 Stepsize:0.2621440000000001  Objective Value:100.93548008111702  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.5596990788679184e-07 Stepsize:0.2097152000000001  Objective Value:100.93548009978099  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597057654582147e-07 Stepsize:0.1677721600000001  Objective Value:100.93548011471202  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597111147326667e-07 Stepsize:0.13421772800000006  Objective Value:100.93548012665681  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597153941524943e-07 Stepsize:0.10737418240000006  Objective Value:100.93548013621279  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597188176875373e-07 Stepsize:0.08589934592000005  Objective Value:100.93548014385752  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.559721556515984e-07 Stepsize:0.06871947673600004  Objective Value:100.9354801499733  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597237475791e-07 Stepsize:0.054975581388800036  Objective Value:100.93548015486594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597255004301357e-07 Stepsize:0.043980465111040035  Objective Value:100.93548015878005  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.559726902710743e-07 Stepsize:0.03518437208883203  Objective Value:100.93548016191134  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597280245340406e-07 Stepsize:0.028147497671065627  Objective Value:100.93548016441645  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.559728921994709e-07 Stepsize:0.022517998136852502  Objective Value:100.93548016642039  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597296399627007e-07 Stepsize:0.018014398509482003  Objective Value:100.93548016802367  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.55973021433595e-07 Stepsize:0.014411518807585602  Objective Value:100.93548016930629  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597306738359416e-07 Stepsize:0.011529215046068483  Objective Value:100.93548017033227  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597310414347474e-07 Stepsize:0.009223372036854787  Objective Value:100.93548017115322  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.559731335514617e-07 Stepsize:0.00737869762948383  Objective Value:100.93548017180979  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597315707777387e-07 Stepsize:0.005902958103587064  Objective Value:100.9354801723352  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.559731758988938e-07 Stepsize:0.004722366482869652  Objective Value:100.93548017275549  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.559731909557502e-07 Stepsize:0.0037778931862957215  Objective Value:100.93548017309173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.559732030012736e-07 Stepsize:0.0030223145490365774  Objective Value:100.93548017336065  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597321263766295e-07 Stepsize:0.002417851639229262  Objective Value:100.93548017357585  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.559732203468046e-07 Stepsize:0.0019342813113834097  Objective Value:100.93548017374796  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.5597322651404977e-07 Stepsize:0.0015474250491067279  Objective Value:100.93548017388575  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.949196786343014e-11 Stepsize:0.0018569100589280734  Objective Value:100.93548017388628  Decrease Error:5.258016244624741e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.83323316888773e-11 Stepsize:0.0014855280471424588  Objective Value:100.93548017388628  Decrease Error:5.258016244624741e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.740461959200976e-11 Stepsize:0.0011884224377139672  Objective Value:100.9354801738861  Decrease Error:3.552713678800501e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.666245120065055e-11 Stepsize:0.0009507379501711738  Objective Value:100.93548017388602  Decrease Error:2.7000623958883807e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.606871703237478e-11 Stepsize:0.0007605903601369392  Objective Value:100.93548017388605  Decrease Error:2.984279490192421e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.559372840619832e-11 Stepsize:0.0006084722881095514  Objective Value:100.93548017388585  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.521373823167261e-11 Stepsize:0.00048677783048764115  Objective Value:100.93548017388592  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.490974488316662e-11 Stepsize:0.00038942226439011294  Objective Value:100.93548017388582  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.4666552853880886e-11 Stepsize:0.00031153781151209035  Objective Value:100.93548017388582  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.447199847286603e-11 Stepsize:0.0002492302492096723  Objective Value:100.9354801738858  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.43163528484389e-11 Stepsize:0.00019938419936773785  Objective Value:100.93548017388574  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.4191837372112996e-11 Stepsize:0.0001595073594941903  Objective Value:100.93548017388572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.409222626363457e-11 Stepsize:0.00012760588759535226  Objective Value:100.93548017388581  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.4012535465945505e-11 Stepsize:0.00010208471007628181  Objective Value:100.93548017388571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.394878518457872e-11 Stepsize:8.166776806102545e-05  Objective Value:100.93548017388581  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.389778227472967e-11 Stepsize:6.533421444882036e-05  Objective Value:100.93548017388565  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.38569820800182e-11 Stepsize:5.2267371559056295e-05  Objective Value:100.93548017388574  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.3824340913230496e-11 Stepsize:4.1813897247245036e-05  Objective Value:100.93548017388565  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.379822909652857e-11 Stepsize:3.345111779779603e-05  Objective Value:100.93548017388575  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.3777338262164517e-11 Stepsize:2.6760894238236826e-05  Objective Value:100.93548017388571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.3760625461858506e-11 Stepsize:2.1408715390589462e-05  Objective Value:100.93548017388574  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.374725613776453e-11 Stepsize:1.712697231247157e-05  Objective Value:100.93548017388571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.373656032070264e-11 Stepsize:1.3701577849977256e-05  Objective Value:100.93548017388572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.372800358031695e-11 Stepsize:1.0961262279981805e-05  Objective Value:100.93548017388567  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.372115742635637e-11 Stepsize:8.769009823985445e-06  Objective Value:100.93548017388565  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.371568150743017e-11 Stepsize:7.015207859188356e-06  Objective Value:100.93548017388571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.3711301249338164e-11 Stepsize:5.612166287350686e-06  Objective Value:100.93548017388572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.3707797229889435e-11 Stepsize:4.489733029880549e-06  Objective Value:100.93548017388575  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.3704992473408115e-11 Stepsize:3.5917864239044394e-06  Objective Value:100.93548017388568  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.3702747917413054e-11 Stepsize:2.873429139123552e-06  Objective Value:100.93548017388567  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.192575042705074e-11 Stepsize:1.0  Objective Value:100.93548017303421  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.892007885876567e-11 Stepsize:0.8  Objective Value:100.9354801732017  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.45155358966411e-11 Stepsize:0.6400000000000001  Objective Value:100.93548017333663  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.899189799447524e-11 Stepsize:0.5120000000000001  Objective Value:100.93548017344538  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.257298527123474e-11 Stepsize:0.40960000000000013  Objective Value:100.93548017353275  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.543785356493372e-11 Stepsize:0.32768000000000014  Objective Value:100.93548017360288  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.77297472795069e-11 Stepsize:0.2621440000000001  Objective Value:100.93548017365906  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.956326155151623e-11 Stepsize:0.2097152000000001  Objective Value:100.93548017370428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.103007254323553e-11 Stepsize:0.1677721600000001  Objective Value:100.93548017374042  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.22035211419628e-11 Stepsize:0.13421772800000006  Objective Value:100.93548017376945  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.314227991726778e-11 Stepsize:0.10737418240000006  Objective Value:100.93548017379263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.389328684247467e-11 Stepsize:0.08589934592000005  Objective Value:100.93548017381121  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.449409236366664e-11 Stepsize:0.06871947673600004  Objective Value:100.9354801738261  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.497473652634093e-11 Stepsize:0.054975581388800036  Objective Value:100.93548017383803  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.53592520734902e-11 Stepsize:0.043980465111040035  Objective Value:100.93548017384752  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.566686423219696e-11 Stepsize:0.03518437208883203  Objective Value:100.93548017385513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.591295423563393e-11 Stepsize:0.028147497671065627  Objective Value:100.93548017386132  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.61098259556439e-11 Stepsize:0.022517998136852502  Objective Value:100.93548017386613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.626732353460098e-11 Stepsize:0.018014398509482003  Objective Value:100.93548017387008  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.639332144140435e-11 Stepsize:0.014411518807585602  Objective Value:100.93548017387315  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.64941197885311e-11 Stepsize:0.011529215046068483  Objective Value:100.93548017387569  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.657475849147408e-11 Stepsize:0.009223372036854787  Objective Value:100.93548017387766  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.663926953802353e-11 Stepsize:0.00737869762948383  Objective Value:100.93548017387934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.66908783237635e-11 Stepsize:0.005902958103587064  Objective Value:100.93548017388062  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.673216534473217e-11 Stepsize:0.004722366482869652  Objective Value:100.93548017388161  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.676519491339564e-11 Stepsize:0.0037778931862957215  Objective Value:100.93548017388242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.67916187092727e-11 Stepsize:0.0030223145490365774  Objective Value:100.9354801738831  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.681275763026964e-11 Stepsize:0.002417851639229262  Objective Value:100.93548017388368  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.682966871421234e-11 Stepsize:0.0019342813113834097  Objective Value:100.93548017388405  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.684319767945291e-11 Stepsize:0.0015474250491067279  Objective Value:100.93548017388426  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.191750388400111e-09 Stepsize:0.0018569100589280734  Objective Value:100.93548017380583  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.199768459818165e-09 Stepsize:0.0014855280471424588  Objective Value:100.93548017382152  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.206182916538939e-09 Stepsize:0.0011884224377139672  Objective Value:100.93548017383404  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.2113144815116925e-09 Stepsize:0.0009507379501711738  Objective Value:100.93548017384416  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.215419730137e-09 Stepsize:0.0007605903601369392  Objective Value:100.93548017385216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.218703933138241e-09 Stepsize:0.0006084722881095514  Objective Value:100.9354801738586  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.221331293666275e-09 Stepsize:0.00048677783048764115  Objective Value:100.93548017386382  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.2234331810695514e-09 Stepsize:0.00038942226439011294  Objective Value:100.93548017386787  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.22511469435591e-09 Stepsize:0.00031153781151209035  Objective Value:100.9354801738712  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.226459901938389e-09 Stepsize:0.0002492302492096723  Objective Value:100.93548017387383  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.227536071148558e-09 Stepsize:0.00019938419936773785  Objective Value:100.93548017387594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.228397002727407e-09 Stepsize:0.0001595073594941903  Objective Value:100.93548017387756  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.229085751454512e-09 Stepsize:0.00012760588759535226  Objective Value:100.93548017387899  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.229636747050775e-09 Stepsize:0.00010208471007628181  Objective Value:100.93548017388005  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.230077543511522e-09 Stepsize:8.166776806102545e-05  Objective Value:100.9354801738809  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.230430185851764e-09 Stepsize:6.533421444882036e-05  Objective Value:100.93548017388163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.23071229775071e-09 Stepsize:5.2267371559056295e-05  Objective Value:100.93548017388211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.23093798316074e-09 Stepsize:4.1813897247245036e-05  Objective Value:100.93548017388264  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.2311185315267116e-09 Stepsize:3.345111779779603e-05  Objective Value:100.93548017388287  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.23126297253155e-09 Stepsize:2.6760894238236826e-05  Objective Value:100.93548017388324  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.2313785248746344e-09 Stepsize:2.1408715390589462e-05  Objective Value:100.93548017388342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.231470969101821e-09 Stepsize:1.712697231247157e-05  Objective Value:100.9354801738837  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.231544923887259e-09 Stepsize:1.3701577849977256e-05  Objective Value:100.93548017388378  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.2316040879053446e-09 Stepsize:1.0961262279981805e-05  Objective Value:100.93548017388385  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.2316514167725155e-09 Stepsize:8.769009823985445e-06  Objective Value:100.93548017388397  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.231689277302114e-09 Stepsize:7.015207859188356e-06  Objective Value:100.93548017388405  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.231719570412257e-09 Stepsize:5.612166287350686e-06  Objective Value:100.93548017388414  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.231743802181734e-09 Stepsize:4.489733029880549e-06  Objective Value:100.93548017388416  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.231763189356434e-09 Stepsize:3.5917864239044394e-06  Objective Value:100.93548017388422  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.231778703069795e-09 Stepsize:2.873429139123552e-06  Objective Value:100.93548017388424  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93548009176989  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93548002128804  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93547968431233  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93547895152915  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93547688204323  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93547161316296  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93545766411663  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93542128500727  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93532589557407  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93507666611072  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93442779278324  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.93276026282453  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.92862168404444  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.91927616810774  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.90282103632796  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.88632728970143  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.87899721557274  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.87752584963525  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.87745734007046  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.87745667278895  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.87745666573164  Decrease Error:0.0 
Change of 0.06 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(454.4431946, dtype=float64), 'logtau': Array(5.09232556, dtype=float64), 'logamp': Array(0.07271812, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.27391588, dtype=float64), 'logtau': Array(0.03693442, dtype=float64), 'logamp': Array(0.04848825, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11021.649861020362
And log height: -100.88...
log-evidence is ~-103.69
Seems to have converged at iteration 22 / 64 with tolerance 7.56e-06 
::::::::::::::::::::::: 
Scanning at lag=467.24 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.044934663114422e-08 Stepsize:1.0  Objective Value:94.54848155449979  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 9.044271125517232e-08 Stepsize:0.8  Objective Value:94.54848153640464  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 9.04374029597931e-08 Stepsize:0.6400000000000001  Objective Value:94.54848152192949  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.043315632702694e-08 Stepsize:0.5120000000000001  Objective Value:94.5484815103499  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.042975902321577e-08 Stepsize:0.40960000000000013  Objective Value:94.54848150108667  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.042704118148862e-08 Stepsize:0.32768000000000014  Objective Value:94.54848149367635  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.042486690909506e-08 Stepsize:0.2621440000000001  Objective Value:94.5484814877482  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.042312749179829e-08 Stepsize:0.2097152000000001  Objective Value:94.54848148300579  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.042173595823014e-08 Stepsize:0.1677721600000001  Objective Value:94.54848147921201  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.042062273184903e-08 Stepsize:0.13421772800000006  Objective Value:94.54848147617696  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.041973215064038e-08 Stepsize:0.10737418240000006  Objective Value:94.54848147374902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.04190196859839e-08 Stepsize:0.08589934592000005  Objective Value:94.54848147180657  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.041844971418062e-08 Stepsize:0.06871947673600004  Objective Value:94.54848147025267  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.041799373684175e-08 Stepsize:0.054975581388800036  Objective Value:94.54848146900959  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.041762895489943e-08 Stepsize:0.043980465111040035  Objective Value:94.54848146801513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.041733712941172e-08 Stepsize:0.03518437208883203  Objective Value:94.54848146721955  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.041710366913624e-08 Stepsize:0.028147497671065627  Objective Value:94.54848146658303  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.041691690090612e-08 Stepsize:0.022517998136852502  Objective Value:94.5484814660738  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.041676748616023e-08 Stepsize:0.018014398509482003  Objective Value:94.54848146566654  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.041664795441359e-08 Stepsize:0.014411518807585602  Objective Value:94.54848146534067  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.041655232913384e-08 Stepsize:0.011529215046068483  Objective Value:94.54848146507996  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.041647582877723e-08 Stepsize:0.009223372036854787  Objective Value:94.54848146487144  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.041641462855462e-08 Stepsize:0.00737869762948383  Objective Value:94.54848146470458  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.04163656684642e-08 Stepsize:0.005902958103587064  Objective Value:94.54848146457108  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.041632650037068e-08 Stepsize:0.004722366482869652  Objective Value:94.54848146446433  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.041629516578567e-08 Stepsize:0.0037778931862957215  Objective Value:94.54848146437887  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.041627009817637e-08 Stepsize:0.0030223145490365774  Objective Value:94.54848146431057  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.041625004397508e-08 Stepsize:0.002417851639229262  Objective Value:94.54848146425593  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.041623400083013e-08 Stepsize:0.0019342813113834097  Objective Value:94.54848146421209  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.041622116627563e-08 Stepsize:0.0015474250491067279  Objective Value:94.54848146417716  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:94.54848146416974  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.6443376607650013e-11 Stepsize:0.002228292070713688  Objective Value:94.54848146416941  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.6452466748617474e-11 Stepsize:0.0017826336565709507  Objective Value:94.54848146416946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.6459738890058544e-11 Stepsize:0.0014261069252567607  Objective Value:94.54848146416947  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.646555670959874e-11 Stepsize:0.0011408855402054085  Objective Value:94.5484814641696  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.647021084965325e-11 Stepsize:0.0009127084321643268  Objective Value:94.54848146416964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.6473934182025648e-11 Stepsize:0.0007301667457314615  Objective Value:94.54848146416964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.647691282378313e-11 Stepsize:0.0005841333965851692  Objective Value:94.54848146416967  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.647929573583386e-11 Stepsize:0.0004673067172681354  Objective Value:94.5484814641697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.6481202062467478e-11 Stepsize:0.00037384537381450836  Objective Value:94.5484814641697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.6482727096796373e-11 Stepsize:0.00029907629905160673  Objective Value:94.5484814641697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.648394716538294e-11 Stepsize:0.0002392610392412854  Objective Value:94.54848146416967  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.6484923330197068e-11 Stepsize:0.00019140883139302832  Objective Value:94.54848146416977  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.6485704160107956e-11 Stepsize:0.00015312706511442267  Objective Value:94.54848146416973  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.6486328792908206e-11 Stepsize:0.00012250165209153814  Objective Value:94.54848146416975  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.6486828565005217e-11 Stepsize:9.800132167323052e-05  Objective Value:94.5484814641698  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.648722829255852e-11 Stepsize:7.840105733858443e-05  Objective Value:94.54848146416974  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.6487548200809072e-11 Stepsize:6.272084587086754e-05  Objective Value:94.54848146416983  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.648780408332145e-11 Stepsize:5.0176676696694036e-05  Objective Value:94.5484814641698  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488008743633923e-11 Stepsize:4.014134135735523e-05  Objective Value:94.5484814641698  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488172451385705e-11 Stepsize:3.211307308588419e-05  Objective Value:94.54848146416973  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488303517240556e-11 Stepsize:2.5690458468707354e-05  Objective Value:94.54848146416981  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488408367849207e-11 Stepsize:2.0552366774965883e-05  Objective Value:94.54848146416978  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488492121196482e-11 Stepsize:1.6441893419972708e-05  Objective Value:94.54848146416977  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488559173383378e-11 Stepsize:1.3153514735978166e-05  Objective Value:94.5484814641698  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.648861294282311e-11 Stepsize:1.0522811788782534e-05  Objective Value:94.54848146416981  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.648865576203266e-11 Stepsize:8.418249431026028e-06  Objective Value:94.54848146416977  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488690077666695e-11 Stepsize:6.734599544820823e-06  Objective Value:94.54848146416971  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488717568544514e-11 Stepsize:5.387679635856659e-06  Objective Value:94.54848146416983  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488739636505647e-11 Stepsize:4.310143708685327e-06  Objective Value:94.5484814641698  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.6488757157805678e-11 Stepsize:3.448114966948262e-06  Objective Value:94.54848146416975  Decrease Error:1.4210854715202004e-14 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54848146237514  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.5484814597331  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54848145068462  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54848142910595  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.5484813704916  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54848121914677  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54848082077743  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54847977986559  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54847705239844  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.5484699141132  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54845123185628  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54840240753217  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54827527697759  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54794764479094  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54712625222346  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.54521054035118  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.5414905179146  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53674410524198  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53382050055599  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53306816882665  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53300820575616  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53300718418933  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:94.53300717472334  Decrease Error:0.0 
Change of 0.02 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(467.2415948, dtype=float64), 'logtau': Array(5.12729803, dtype=float64), 'logamp': Array(0.07522955, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.33942974, dtype=float64), 'logtau': Array(0.05093022, dtype=float64), 'logamp': Array(0.05016355, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11717.986731550858
And log height: -94.53...
log-evidence is ~-97.38
Seems to have converged at iteration 23 / 64 with tolerance 8.25e-06 
::::::::::::::::::::::: 
Scanning at lag=480.04 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.542911790033153e-07 Stepsize:1.0  Objective Value:90.64481899393513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.542804607354196e-07 Stepsize:0.8  Objective Value:90.64481890306844  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.5427188613255834e-07 Stepsize:0.6400000000000001  Objective Value:90.64481883037662  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.542650264577725e-07 Stepsize:0.5120000000000001  Objective Value:90.64481877222418  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.542595387228282e-07 Stepsize:0.40960000000000013  Objective Value:90.64481872570276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.542551485379259e-07 Stepsize:0.32768000000000014  Objective Value:90.6448186884861  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.5425163639197703e-07 Stepsize:0.2621440000000001  Objective Value:90.64481865871302  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.542488266762567e-07 Stepsize:0.2097152000000001  Objective Value:90.64481863489473  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.542465789046764e-07 Stepsize:0.1677721600000001  Objective Value:90.64481861584026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.54244780687875e-07 Stepsize:0.13421772800000006  Objective Value:90.6448186005967  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.542433421148162e-07 Stepsize:0.10737418240000006  Objective Value:90.64481858840189  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.5424219125654466e-07 Stepsize:0.08589934592000005  Objective Value:90.64481857864602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.5424127057016765e-07 Stepsize:0.06871947673600004  Objective Value:90.64481857084137  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.54240534020959e-07 Stepsize:0.054975581388800036  Objective Value:90.64481856459771  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.542399447816744e-07 Stepsize:0.043980465111040035  Objective Value:90.64481855960278  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423947339031836e-07 Stepsize:0.03518437208883203  Objective Value:90.64481855560685  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.542390962773394e-07 Stepsize:0.028147497671065627  Objective Value:90.64481855241007  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423879458679736e-07 Stepsize:0.022517998136852502  Objective Value:90.64481854985263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423855323459394e-07 Stepsize:0.018014398509482003  Objective Value:90.64481854780671  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.542383601525993e-07 Stepsize:0.014411518807585602  Objective Value:90.64481854617  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.542382056872094e-07 Stepsize:0.011529215046068483  Objective Value:90.6448185448606  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.542380821148204e-07 Stepsize:0.009223372036854787  Objective Value:90.64481854381305  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.542379832567742e-07 Stepsize:0.00737869762948383  Objective Value:90.64481854297509  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.542379041705251e-07 Stepsize:0.005902958103587064  Objective Value:90.64481854230462  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423784090150666e-07 Stepsize:0.004722366482869652  Objective Value:90.64481854176832  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423779028623297e-07 Stepsize:0.0037778931862957215  Objective Value:90.64481854133925  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.542377497940745e-07 Stepsize:0.0030223145490365774  Objective Value:90.64481854099607  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423771740021e-07 Stepsize:0.002417851639229262  Objective Value:90.64481854072143  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.5423769148532e-07 Stepsize:0.0019342813113834097  Objective Value:90.64481854050175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.542376707532704e-07 Stepsize:0.0015474250491067279  Objective Value:90.64481854032599  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.3402019665351797e-10 Stepsize:0.0018569100589280734  Objective Value:90.64481854032282  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.4172820169062703e-10 Stepsize:0.0014855280471424588  Objective Value:90.64481854032353  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.4789460379635784e-10 Stepsize:0.0011884224377139672  Objective Value:90.64481854032397  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.5282772514483982e-10 Stepsize:0.0009507379501711738  Objective Value:90.64481854032435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.5677422368187732e-10 Stepsize:0.0007605903601369392  Objective Value:90.64481854032472  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.5993142137038454e-10 Stepsize:0.0006084722881095514  Objective Value:90.64481854032493  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.624571780195703e-10 Stepsize:0.00048677783048764115  Objective Value:90.64481854032513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.6447778424964874e-10 Stepsize:0.00038942226439011294  Objective Value:90.64481854032532  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.660942702880981e-10 Stepsize:0.00031153781151209035  Objective Value:90.64481854032546  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.6738745835178456e-10 Stepsize:0.0002492302492096723  Objective Value:90.6448185403256  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.684220087946022e-10 Stepsize:0.00019938419936773785  Objective Value:90.64481854032563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.6924965155849565e-10 Stepsize:0.0001595073594941903  Objective Value:90.64481854032576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.6991176230558446e-10 Stepsize:0.00012760588759535226  Objective Value:90.64481854032584  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.7044145038825948e-10 Stepsize:0.00010208471007628181  Objective Value:90.64481854032584  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.708652012528438e-10 Stepsize:8.166776806102545e-05  Objective Value:90.64481854032584  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.712042057121138e-10 Stepsize:6.533421444882036e-05  Objective Value:90.64481854032591  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.71475405387244e-10 Stepsize:5.2267371559056295e-05  Objective Value:90.64481854032591  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.7169236417596075e-10 Stepsize:4.1813897247245036e-05  Objective Value:90.64481854032589  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.7186593439990956e-10 Stepsize:3.345111779779603e-05  Objective Value:90.64481854032591  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.7200479096396037e-10 Stepsize:2.6760894238236826e-05  Objective Value:90.64481854032594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.721158734125384e-10 Stepsize:2.1408715390589462e-05  Objective Value:90.64481854032596  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.7220473981321321e-10 Stepsize:1.712697231247157e-05  Objective Value:90.64481854032594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.72275833646616e-10 Stepsize:1.3701577849977256e-05  Objective Value:90.64481854032593  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.7233271123139776e-10 Stepsize:1.0961262279981805e-05  Objective Value:90.64481854032599  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.72378210466745e-10 Stepsize:8.769009823985445e-06  Objective Value:90.64481854032601  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.7241460829919267e-10 Stepsize:7.015207859188356e-06  Objective Value:90.64481854032596  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.724437308504599e-10 Stepsize:5.612166287350686e-06  Objective Value:90.64481854032601  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.7246702872884336e-10 Stepsize:4.489733029880549e-06  Objective Value:90.64481854032601  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.7248566396867898e-10 Stepsize:3.5917864239044394e-06  Objective Value:90.64481854032604  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.7250057285985788e-10 Stepsize:2.873429139123552e-06  Objective Value:90.64481854032597  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481853907232  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481852322513  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481849384096  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481840462656  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481818326311  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481759142684  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481605400738  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64481201598214  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64480145425836  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64477378763443  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64470139658859  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64451227871798  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64402092866415  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.64276358299252  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.6396764403318  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.6328862397692  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.62160792469786  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.61126373021418  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.60702663765083  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.60630351253785  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.6062775186886  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:90.60627724364453  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(480.039995, dtype=float64), 'logtau': Array(5.18164932, dtype=float64), 'logamp': Array(0.07927608, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.40567342, dtype=float64), 'logtau': Array(0.07269172, dtype=float64), 'logamp': Array(0.05286303, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11854.4982733059
And log height: -90.61...
log-evidence is ~-93.46
Seems to have converged at iteration 24 / 64 with tolerance 3.95e-05 
::::::::::::::::::::::: 
Scanning at lag=492.84 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.4613831150002835e-06 Stepsize:1.0  Objective Value:87.1146692052306  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.4603594013501895e-06 Stepsize:0.8  Objective Value:87.11466811214386  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.45954043742856e-06 Stepsize:0.6400000000000001  Objective Value:87.11466723782188  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.458885270768454e-06 Stepsize:0.5120000000000001  Objective Value:87.11466653845861  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.458361140308306e-06 Stepsize:0.40960000000000013  Objective Value:87.1146659790283  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.457941837771756e-06 Stepsize:0.32768000000000014  Objective Value:87.1146655315228  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.457606396917115e-06 Stepsize:0.2621440000000001  Objective Value:87.11466517354312  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.457338044984881e-06 Stepsize:0.2097152000000001  Objective Value:87.11466488717517  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.457123363919678e-06 Stepsize:0.1677721600000001  Objective Value:87.114664658091  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.456951619375824e-06 Stepsize:0.13421772800000006  Objective Value:87.11466447483005  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.456814223937551e-06 Stepsize:0.10737418240000006  Objective Value:87.11466432822553  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.456704307711932e-06 Stepsize:0.08589934592000005  Objective Value:87.11466421094448  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.4566163748138545e-06 Stepsize:0.06871947673600004  Objective Value:87.11466411712138  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.456546028545505e-06 Stepsize:0.054975581388800036  Objective Value:87.11466404206402  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.456489751563412e-06 Stepsize:0.043980465111040035  Objective Value:87.11466398201881  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.456444729999453e-06 Stepsize:0.03518437208883203  Objective Value:87.11466393398312  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.456408712762775e-06 Stepsize:0.028147497671065627  Objective Value:87.11466389555476  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.456379898981817e-06 Stepsize:0.022517998136852502  Objective Value:87.11466386481231  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.456356847961372e-06 Stepsize:0.018014398509482003  Objective Value:87.11466384021848  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.456338407149796e-06 Stepsize:0.014411518807585602  Objective Value:87.1146638205435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.456323654503748e-06 Stepsize:0.011529215046068483  Objective Value:87.11466380480354  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.456311852385857e-06 Stepsize:0.009223372036854787  Objective Value:87.1146637922116  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.45630241069339e-06 Stepsize:0.00737869762948383  Objective Value:87.1146637821381  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.456294857340062e-06 Stepsize:0.005902958103587064  Objective Value:87.11466377407929  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.456288814659493e-06 Stepsize:0.004722366482869652  Objective Value:87.11466376763221  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.456283980513265e-06 Stepsize:0.0037778931862957215  Objective Value:87.11466376247459  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.456280113196818e-06 Stepsize:0.0030223145490365774  Objective Value:87.11466375834848  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.456277019343823e-06 Stepsize:0.002417851639229262  Objective Value:87.11466375504762  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.456274544261984e-06 Stepsize:0.0019342813113834097  Objective Value:87.11466375240691  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.456272564195164e-06 Stepsize:0.0015474250491067279  Objective Value:87.11466375029438  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.053616856800639e-09 Stepsize:0.0018569100589280734  Objective Value:87.1146637502747  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.0547191424375782e-09 Stepsize:0.0014855280471424588  Objective Value:87.11466375027864  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.05560097006682e-09 Stepsize:0.0011884224377139672  Objective Value:87.11466375028178  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.0563064331527717e-09 Stepsize:0.0009507379501711738  Objective Value:87.1146637502843  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.0568708038024593e-09 Stepsize:0.0007605903601369392  Objective Value:87.11466375028634  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.0573222991431395e-09 Stepsize:0.0006084722881095514  Objective Value:87.11466375028792  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.0576834963636829e-09 Stepsize:0.00048677783048764115  Objective Value:87.1146637502892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.0579724538372187e-09 Stepsize:0.00038942226439011294  Objective Value:87.11466375029026  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.0582036200112037e-09 Stepsize:0.00031153781151209035  Objective Value:87.11466375029106  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.0583885525655e-09 Stepsize:0.0002492302492096723  Objective Value:87.11466375029171  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.058536498877277e-09 Stepsize:0.00019938419936773785  Objective Value:87.11466375029224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.0586548553652851e-09 Stepsize:0.0001595073594941903  Objective Value:87.11466375029268  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.0587495410822073e-09 Stepsize:0.00012760588759535226  Objective Value:87.11466375029303  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.0588252904272227e-09 Stepsize:0.00010208471007628181  Objective Value:87.11466375029329  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.0588858886059194e-09 Stepsize:8.166776806102545e-05  Objective Value:87.11466375029346  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.0589343672830467e-09 Stepsize:6.533421444882036e-05  Objective Value:87.11466375029366  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.058973150853247e-09 Stepsize:5.2267371559056295e-05  Objective Value:87.1146637502938  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590041776633287e-09 Stepsize:4.1813897247245036e-05  Objective Value:87.11466375029393  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590289991303676e-09 Stepsize:3.345111779779603e-05  Objective Value:87.114663750294  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590488561965949e-09 Stepsize:2.6760894238236826e-05  Objective Value:87.11466375029408  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590647419691778e-09 Stepsize:2.1408715390589462e-05  Objective Value:87.11466375029414  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590774491405118e-09 Stepsize:1.712697231247157e-05  Objective Value:87.11466375029417  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590876163310876e-09 Stepsize:1.3701577849977256e-05  Objective Value:87.11466375029417  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.0590957503444344e-09 Stepsize:1.0961262279981805e-05  Objective Value:87.11466375029426  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591022569008635e-09 Stepsize:8.769009823985445e-06  Objective Value:87.11466375029428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591074624350145e-09 Stepsize:7.015207859188356e-06  Objective Value:87.11466375029431  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591116273570025e-09 Stepsize:5.612166287350686e-06  Objective Value:87.11466375029428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591149584072412e-09 Stepsize:4.489733029880549e-06  Objective Value:87.11466375029433  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591176240283966e-09 Stepsize:3.5917864239044394e-06  Objective Value:87.11466375029435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.0591197557036989e-09 Stepsize:2.873429139123552e-06  Objective Value:87.11466375029431  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11466368967749  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11466357887343  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11466324019776  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.1146624019209  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.1146601595535  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11465434303285  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.114639109579  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11459958366859  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11449819719653  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11424712812462  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11367804414756  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.1126380612614  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11142678255267  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11074401150312  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11059817551975  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11058973715225  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.11058958472383  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(492.8383952, dtype=float64), 'logtau': Array(5.20816139, dtype=float64), 'logamp': Array(0.08560922, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.47280731, dtype=float64), 'logtau': Array(0.08331271, dtype=float64), 'logamp': Array(0.05708831, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
12093.121715906358
And log height: -87.11...
log-evidence is ~-89.97
Seems to have converged at iteration 25 / 64 with tolerance 3.22e-05 
::::::::::::::::::::::: 
Scanning at lag=505.64 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507740343014092 Stepsize:1.0  Objective Value:87.46136361902502  Decrease Error:0.3507740343014092 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077343504065084 Stepsize:0.8  Objective Value:87.4613630197643  Decrease Error:0.35077343504065084 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507729556946515 Stepsize:0.6400000000000001  Objective Value:87.46136254041834  Decrease Error:0.3507729556946515 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507725722579522 Stepsize:0.5120000000000001  Objective Value:87.46136215698166  Decrease Error:0.3507725722579522 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507722655341894 Stepsize:0.40960000000000013  Objective Value:87.46136185025793  Decrease Error:0.3507722655341894 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077202017161824 Stepsize:0.32768000000000014  Objective Value:87.46136160489537  Decrease Error:0.35077202017161824 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507718238920745 Stepsize:0.2621440000000001  Objective Value:87.46136140861584  Decrease Error:0.3507718238920745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077166687514705 Stepsize:0.2097152000000001  Objective Value:87.46136125159893  Decrease Error:0.35077166687514705 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507715412658712 Stepsize:0.1677721600000001  Objective Value:87.46136112598965  Decrease Error:0.3507715412658712 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507714407813012 Stepsize:0.13421772800000006  Objective Value:87.4613610255051  Decrease Error:0.3507714407813012 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507713603953704 Stepsize:0.10737418240000006  Objective Value:87.46136094511917  Decrease Error:0.3507713603953704 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507712960877285 Stepsize:0.08589934592000005  Objective Value:87.46136088081154  Decrease Error:0.3507712960877285 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.350771244642317 Stepsize:0.06871947673600004  Objective Value:87.46136082936613  Decrease Error:0.350771244642317 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507712034865307 Stepsize:0.054975581388800036  Objective Value:87.46136078821034  Decrease Error:0.3507712034865307 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077117056212614 Stepsize:0.043980465111040035  Objective Value:87.46136075528594  Decrease Error:0.35077117056212614 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507711442228185 Stepsize:0.03518437208883203  Objective Value:87.46136072894663  Decrease Error:0.3507711442228185 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077112315148895 Stepsize:0.028147497671065627  Objective Value:87.46136070787531  Decrease Error:0.35077112315148895 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507711062944736 Stepsize:0.022517998136852502  Objective Value:87.4613606910183  Decrease Error:0.3507711062944736 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507710928089409 Stepsize:0.018014398509482003  Objective Value:87.46136067753277  Decrease Error:0.3507710928089409 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507710820205574 Stepsize:0.014411518807585602  Objective Value:87.46136066674438  Decrease Error:0.3507710820205574 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507710733898364 Stepsize:0.011529215046068483  Objective Value:87.46136065811366  Decrease Error:0.3507710733898364 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077106648529366 Stepsize:0.009223372036854787  Objective Value:87.46136065120912  Decrease Error:0.35077106648529366 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077106096166233 Stepsize:0.00737869762948383  Objective Value:87.46136064568549  Decrease Error:0.35077106096166233 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077105654281127 Stepsize:0.005902958103587064  Objective Value:87.46136064126664  Decrease Error:0.35077105654281127 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507710530076764 Stepsize:0.004722366482869652  Objective Value:87.4613606377315  Decrease Error:0.3507710530076764 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 0.3507710501795742 Stepsize:0.0037778931862957215  Objective Value:87.4613606349034  Decrease Error:0.3507710501795742 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077104791709246 Stepsize:0.0030223145490365774  Objective Value:87.46136063264092  Decrease Error:0.35077104791709246 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077104610714116 Stepsize:0.002417851639229262  Objective Value:87.46136063083097  Decrease Error:0.35077104610714116 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077104465914033 Stepsize:0.0019342813113834097  Objective Value:87.46136062938297  Decrease Error:0.35077104465914033 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 0.35077104350079935 Stepsize:0.0015474250491067279  Objective Value:87.46136062822463  Decrease Error:0.35077104350079935 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.893928802138686e-10 Stepsize:0.0018569100589280734  Objective Value:87.46136062821165  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.911456735980024e-10 Stepsize:0.0014855280471424588  Objective Value:87.46136062821424  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.925479096404656e-10 Stepsize:0.0011884224377139672  Objective Value:87.46136062821634  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.936696968738827e-10 Stepsize:0.0009507379501711738  Objective Value:87.46136062821795  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 6.94567127647918e-10 Stepsize:0.0007605903601369392  Objective Value:87.4613606282193  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.952850726469558e-10 Stepsize:0.0006084722881095514  Objective Value:87.46136062822036  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.958594275331847e-10 Stepsize:0.00048677783048764115  Objective Value:87.46136062822124  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 6.963189120361074e-10 Stepsize:0.00038942226439011294  Objective Value:87.4613606282219  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 6.966865000778862e-10 Stepsize:0.00031153781151209035  Objective Value:87.4613606282225  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.969805691614776e-10 Stepsize:0.0002492302492096723  Objective Value:87.46136062822285  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.972158259743552e-10 Stepsize:0.00019938419936773785  Objective Value:87.4613606282232  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.974040295615236e-10 Stepsize:0.0001595073594941903  Objective Value:87.46136062822347  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 6.975545948839269e-10 Stepsize:0.00012760588759535226  Objective Value:87.46136062822372  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 6.976750453237781e-10 Stepsize:0.00010208471007628181  Objective Value:87.46136062822387  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 6.977714062753584e-10 Stepsize:8.166776806102545e-05  Objective Value:87.46136062822401  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 6.978484946253034e-10 Stepsize:6.533421444882036e-05  Objective Value:87.46136062822418  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 6.979101659320637e-10 Stepsize:5.2267371559056295e-05  Objective Value:87.46136062822424  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 6.979595026908361e-10 Stepsize:4.1813897247245036e-05  Objective Value:87.46136062822428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 6.979989720917553e-10 Stepsize:3.345111779779603e-05  Objective Value:87.46136062822438  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 6.980305478079859e-10 Stepsize:2.6760894238236826e-05  Objective Value:87.4613606282244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 6.980558076704792e-10 Stepsize:2.1408715390589462e-05  Objective Value:87.46136062822447  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 6.980760161012196e-10 Stepsize:1.712697231247157e-05  Objective Value:87.46136062822445  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 6.980921826313432e-10 Stepsize:1.3701577849977256e-05  Objective Value:87.46136062822447  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 6.981051165195159e-10 Stepsize:1.0961262279981805e-05  Objective Value:87.46136062822451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 6.981154627474458e-10 Stepsize:8.769009823985445e-06  Objective Value:87.46136062822457  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 6.981237391893826e-10 Stepsize:7.015207859188356e-06  Objective Value:87.46136062822454  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 6.981303621789607e-10 Stepsize:5.612166287350686e-06  Objective Value:87.46136062822455  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 6.981356591604827e-10 Stepsize:4.489733029880549e-06  Objective Value:87.46136062822455  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 6.981398976472822e-10 Stepsize:3.5917864239044394e-06  Objective Value:87.46136062822461  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 6.981432878864892e-10 Stepsize:2.873429139123552e-06  Objective Value:87.46136062822461  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.4613606092666  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46136056787853  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46136045122907  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46136015410573  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46135936798932  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46135731868942  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46135194959628  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46133793472649  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46130147805573  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.4612077489091  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46097388003884  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.46043392298243  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45940398963546  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45810569401375  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45729047143622  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45708771689371  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45707326428513  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.45707297840508  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(505.6367954, dtype=float64), 'logtau': Array(5.2334696, dtype=float64), 'logamp': Array(0.09099549, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.54100422, dtype=float64), 'logtau': Array(0.0934558, dtype=float64), 'logamp': Array(0.06068227, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11932.322521632046
And log height: -87.46...
log-evidence is ~-90.31
Seems to have converged at iteration 26 / 64 with tolerance 3.81e-05 
::::::::::::::::::::::: 
Scanning at lag=518.44 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.1180459819668112e-05 Stepsize:1.0  Objective Value:86.33688681623697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.1179506741395343e-05 Stepsize:0.8  Objective Value:86.33688457938464  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.1178744285253772e-05 Stepsize:0.6400000000000001  Objective Value:86.33688279004016  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.1178134324487197e-05 Stepsize:0.5120000000000001  Objective Value:86.33688135865232  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.1177646358527383e-05 Stepsize:0.40960000000000013  Objective Value:86.33688021359826  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.1177255987458004e-05 Stepsize:0.32768000000000014  Objective Value:86.33687929759101  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176943691689975e-05 Stepsize:0.2621440000000001  Objective Value:86.33687856480822  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176693855768696e-05 Stepsize:0.2097152000000001  Objective Value:86.33687797859677  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176493987479548e-05 Stepsize:0.1677721600000001  Objective Value:86.33687750963699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176334093132504e-05 Stepsize:0.13421772800000006  Objective Value:86.33687713447523  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176206177836859e-05 Stepsize:0.10737418240000006  Objective Value:86.33687683434967  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.117610384571762e-05 Stepsize:0.08589934592000005  Objective Value:86.33687659425166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.1176021980095483e-05 Stepsize:0.06871947673600004  Objective Value:86.33687640217491  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175956487646318e-05 Stepsize:0.054975581388800036  Objective Value:86.3368762485145  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.117590409371778e-05 Stepsize:0.043980465111040035  Objective Value:86.3368761255868  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175862178594397e-05 Stepsize:0.03518437208883203  Objective Value:86.33687602724507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175828646507838e-05 Stepsize:0.028147497671065627  Objective Value:86.33687594857192  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175801820847649e-05 Stepsize:0.022517998136852502  Objective Value:86.3368758856336  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175780360324227e-05 Stepsize:0.018014398509482003  Objective Value:86.33687583528307  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175763191909425e-05 Stepsize:0.014411518807585602  Objective Value:86.33687579500264  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175749457178753e-05 Stepsize:0.011529215046068483  Objective Value:86.33687576277839  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175738469394584e-05 Stepsize:0.009223372036854787  Objective Value:86.33687573699909  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175729679170394e-05 Stepsize:0.00737869762948383  Objective Value:86.33687571637562  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175722646990129e-05 Stepsize:0.005902958103587064  Objective Value:86.33687569987676  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175717021246016e-05 Stepsize:0.004722366482869652  Objective Value:86.33687568667777  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175712520652088e-05 Stepsize:0.0037778931862957215  Objective Value:86.33687567611858  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175708920176064e-05 Stepsize:0.0030223145490365774  Objective Value:86.33687566767121  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.11757060397956e-05 Stepsize:0.002417851639229262  Objective Value:86.33687566091334  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175703735491067e-05 Stepsize:0.0019342813113834097  Objective Value:86.336875655507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.1175701892047652e-05 Stepsize:0.0015474250491067279  Objective Value:86.33687565118198  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.2553237242043585e-09 Stepsize:0.0018569100589280734  Objective Value:86.33687565113972  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.2595422115698858e-09 Stepsize:0.0014855280471424588  Objective Value:86.33687565114815  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.2629170043789173e-09 Stepsize:0.0011884224377139672  Objective Value:86.33687565115494  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.2656168355009298e-09 Stepsize:0.0009507379501711738  Objective Value:86.33687565116034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.267776702234907e-09 Stepsize:0.0007605903601369392  Objective Value:86.33687565116472  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.269504593244976e-09 Stepsize:0.0006084722881095514  Objective Value:86.33687565116816  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.2708869091782435e-09 Stepsize:0.00048677783048764115  Objective Value:86.33687565117091  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.2719927589378807e-09 Stepsize:0.00038942226439011294  Objective Value:86.3368756511731  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.2728774401686058e-09 Stepsize:0.00031153781151209035  Objective Value:86.33687565117488  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.273585185384934e-09 Stepsize:0.0002492302492096723  Objective Value:86.33687565117626  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.274151382112295e-09 Stepsize:0.00019938419936773785  Objective Value:86.33687565117742  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2746043397774316e-09 Stepsize:0.0001595073594941903  Objective Value:86.33687565117839  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.274966704531249e-09 Stepsize:0.00012760588759535226  Objective Value:86.33687565117908  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.2752565954384807e-09 Stepsize:0.00010208471007628181  Objective Value:86.33687565117964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.2754885111959664e-09 Stepsize:8.166776806102545e-05  Objective Value:86.33687565118014  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.2756740390788993e-09 Stepsize:6.533421444882036e-05  Objective Value:86.33687565118046  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2758224661259196e-09 Stepsize:5.2267371559056295e-05  Objective Value:86.33687565118082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.2759412050476094e-09 Stepsize:4.1813897247245036e-05  Objective Value:86.336875651181  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.276036196221553e-09 Stepsize:3.345111779779603e-05  Objective Value:86.33687565118119  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.2761121897678612e-09 Stepsize:2.6760894238236826e-05  Objective Value:86.33687565118139  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.27617298719073e-09 Stepsize:2.1408715390589462e-05  Objective Value:86.33687565118147  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.276221622731583e-09 Stepsize:1.712697231247157e-05  Objective Value:86.33687565118157  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2762605297398945e-09 Stepsize:1.3701577849977256e-05  Objective Value:86.33687565118164  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.276291656703152e-09 Stepsize:1.0961262279981805e-05  Objective Value:86.33687565118171  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2763165590448966e-09 Stepsize:8.769009823985445e-06  Objective Value:86.3368756511818  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.276336480080746e-09 Stepsize:7.015207859188356e-06  Objective Value:86.33687565118181  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.276352417249594e-09 Stepsize:5.612166287350686e-06  Objective Value:86.33687565118187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.276365166504913e-09 Stepsize:4.489733029880549e-06  Objective Value:86.33687565118187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.27637536631981e-09 Stepsize:3.5917864239044394e-06  Objective Value:86.33687565118186  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.276383525564574e-09 Stepsize:2.873429139123552e-06  Objective Value:86.33687565118193  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33687555631028  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33687531344816  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33687467214119  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33687299838827  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33686861032214  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33685712624226  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33682705959474  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33674844017285  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33654347672913  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33601382897794  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33467771149742  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.33151722344383  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.32519445378384  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.31670117074079  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.31107528484857  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.30943730530156  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.30928189785857  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.30927906594033  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:86.3092790346832  Decrease Error:0.0 
Change of 0.03 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(518.4351956, dtype=float64), 'logtau': Array(5.28151559, dtype=float64), 'logamp': Array(0.09613856, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.6104524, dtype=float64), 'logtau': Array(0.11272545, dtype=float64), 'logamp': Array(0.06411433, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11947.819261746914
And log height: -86.31...
log-evidence is ~-89.17
Seems to have converged at iteration 27 / 64 with tolerance 1.62e-05 
::::::::::::::::::::::: 
Scanning at lag=531.23 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.128914398182037e-07 Stepsize:1.0  Objective Value:82.59747151857938  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.128326679656623e-07 Stepsize:0.8  Objective Value:82.59747143595474  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.1278565063831945e-07 Stepsize:0.6400000000000001  Objective Value:82.59747136986351  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.12748036875427e-07 Stepsize:0.5120000000000001  Objective Value:82.5974713169959  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.127179459283913e-07 Stepsize:0.40960000000000013  Objective Value:82.59747127470531  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.126938732114418e-07 Stepsize:0.32768000000000014  Objective Value:82.59747124087507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.1267461506378387e-07 Stepsize:0.2621440000000001  Objective Value:82.59747121381226  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.126592085624395e-07 Stepsize:0.2097152000000001  Objective Value:82.5974711921629  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.126468833716621e-07 Stepsize:0.1677721600000001  Objective Value:82.59747117484405  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.126370232261779e-07 Stepsize:0.13421772800000006  Objective Value:82.59747116098931  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.126291351138795e-07 Stepsize:0.10737418240000006  Objective Value:82.59747114990579  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.1262282462699096e-07 Stepsize:0.08589934592000005  Objective Value:82.5974711410391  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.126177762392848e-07 Stepsize:0.06871947673600004  Objective Value:82.59747113394585  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.1261373753027396e-07 Stepsize:0.054975581388800036  Objective Value:82.59747112827131  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.1261050656359944e-07 Stepsize:0.043980465111040035  Objective Value:82.59747112373172  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.126079217908504e-07 Stepsize:0.03518437208883203  Objective Value:82.5974711201001  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.1260585397303416e-07 Stepsize:0.028147497671065627  Objective Value:82.59747111719477  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.126041997188111e-07 Stepsize:0.022517998136852502  Objective Value:82.59747111487056  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.126028763157047e-07 Stepsize:0.018014398509482003  Objective Value:82.59747111301117  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.126018175931295e-07 Stepsize:0.014411518807585602  Objective Value:82.59747111152366  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.12600970615161e-07 Stepsize:0.011529215046068483  Objective Value:82.59747111033369  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.1260029303291965e-07 Stepsize:0.009223372036854787  Objective Value:82.59747110938169  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.125997509671136e-07 Stepsize:0.00737869762948383  Objective Value:82.59747110862011  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.1259931731421914e-07 Stepsize:0.005902958103587064  Objective Value:82.59747110801084  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.1259897039245546e-07 Stepsize:0.004722366482869652  Objective Value:82.59747110752338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.125986928547498e-07 Stepsize:0.0037778931862957215  Objective Value:82.59747110713346  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.1259847082440275e-07 Stepsize:0.0030223145490365774  Objective Value:82.5974711068215  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.1259829320050803e-07 Stepsize:0.002417851639229262  Objective Value:82.59747110657194  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.125981511012505e-07 Stepsize:0.0019342813113834097  Objective Value:82.59747110637232  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.1259803742175676e-07 Stepsize:0.0015474250491067279  Objective Value:82.59747110621257  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.4067097632740278e-10 Stepsize:0.0018569100589280734  Objective Value:82.59747110620985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.4187939147821756e-10 Stepsize:0.0014855280471424588  Objective Value:82.59747110621043  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.4284612274411157e-10 Stepsize:0.0011884224377139672  Objective Value:82.59747110621083  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.4361950794605393e-10 Stepsize:0.0009507379501711738  Objective Value:82.59747110621122  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4423821695362433e-10 Stepsize:0.0007605903601369392  Objective Value:82.59747110621149  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.4473318281713343e-10 Stepsize:0.0006084722881095514  Objective Value:82.59747110621166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.451291565101501e-10 Stepsize:0.00048677783048764115  Objective Value:82.59747110621188  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.4544593492822216e-10 Stepsize:0.00038942226439011294  Objective Value:82.59747110621201  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.4569935759847472e-10 Stepsize:0.00031153781151209035  Objective Value:82.59747110621214  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.459020966377833e-10 Stepsize:0.0002492302492096723  Objective Value:82.59747110621223  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.4606428671319959e-10 Stepsize:0.00019938419936773785  Objective Value:82.5974711062123  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.4619403948063572e-10 Stepsize:0.0001595073594941903  Objective Value:82.59747110621234  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.4629784212657144e-10 Stepsize:0.00012760588759535226  Objective Value:82.59747110621242  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.4638088264479943e-10 Stepsize:0.00010208471007628181  Objective Value:82.59747110621247  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.464473160868328e-10 Stepsize:8.166776806102545e-05  Objective Value:82.59747110621247  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.4650046274389772e-10 Stepsize:6.533421444882036e-05  Objective Value:82.59747110621248  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.4654298007175195e-10 Stepsize:5.2267371559056295e-05  Objective Value:82.59747110621252  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.465769944110843e-10 Stepsize:4.1813897247245036e-05  Objective Value:82.59747110621254  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.466042052843755e-10 Stepsize:3.345111779779603e-05  Objective Value:82.59747110621257  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4662597385747818e-10 Stepsize:2.6760894238236826e-05  Objective Value:82.59747110621255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.4664338940290405e-10 Stepsize:2.1408715390589462e-05  Objective Value:82.59747110621252  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.4665732108911236e-10 Stepsize:1.712697231247157e-05  Objective Value:82.59747110621257  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.4666846635456156e-10 Stepsize:1.3701577849977256e-05  Objective Value:82.59747110621258  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4667738347019686e-10 Stepsize:1.0961262279981805e-05  Objective Value:82.59747110621257  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.4668451599667954e-10 Stepsize:8.769009823985445e-06  Objective Value:82.59747110621255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.4669022273462497e-10 Stepsize:7.015207859188356e-06  Objective Value:82.59747110621258  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4669478872756055e-10 Stepsize:5.612166287350686e-06  Objective Value:82.59747110621255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.4669844038231088e-10 Stepsize:4.489733029880549e-06  Objective Value:82.59747110621255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.467013630262967e-10 Stepsize:3.5917864239044394e-06  Objective Value:82.59747110621258  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.4670369975387599e-10 Stepsize:2.873429139123552e-06  Objective Value:82.5974711062126  Decrease Error:2.842170943040401e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59747110474626  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59747106289608  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59747080382827  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59746902985377  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59746567789477  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59745695692774  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.5974345010739  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59737821625048  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59724655384096  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.5969863658237  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59663015134241  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59630283620297  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59629667866591  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.59629652241921  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(531.2335958, dtype=float64), 'logtau': Array(5.29040996, dtype=float64), 'logamp': Array(0.1033988, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.68135922, dtype=float64), 'logtau': Array(0.11629487, dtype=float64), 'logamp': Array(0.06895985, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11922.587507540558
And log height: -82.60...
log-evidence is ~-85.45
Seems to have converged at iteration 28 / 64 with tolerance 7.96e-05 
::::::::::::::::::::::: 
Scanning at lag=544.03 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672290926807335 Stepsize:1.0  Objective Value:83.16352561509967  Decrease Error:0.5672290926807335 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672287758225707 Stepsize:0.8  Objective Value:83.16352529824157  Decrease Error:0.5672287758225707 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672285224128473 Stepsize:0.6400000000000001  Objective Value:83.16352504483189  Decrease Error:0.5672285224128473 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672283197342836 Stepsize:0.5120000000000001  Objective Value:83.16352484215335  Decrease Error:0.5672283197342836 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672281576228784 Stepsize:0.40960000000000013  Objective Value:83.16352468004197  Decrease Error:0.5672281576228784 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672280279538455 Stepsize:0.32768000000000014  Objective Value:83.16352455037297  Decrease Error:0.5672280279538455 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672279242315454 Stepsize:0.2621440000000001  Objective Value:83.16352444665068  Decrease Error:0.5672279242315454 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672278412619818 Stepsize:0.2097152000000001  Objective Value:83.16352436368113  Decrease Error:0.5672278412619818 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672277748915349 Stepsize:0.1677721600000001  Objective Value:83.1635242973107  Decrease Error:0.5672277748915349 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672277217986164 Stepsize:0.13421772800000006  Objective Value:83.16352424421778  Decrease Error:0.5672277217986164 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672276793264075 Stepsize:0.10737418240000006  Objective Value:83.16352420174559  Decrease Error:0.5672276793264075 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672276453500729 Stepsize:0.08589934592000005  Objective Value:83.16352416776925  Decrease Error:0.5672276453500729 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672276181698521 Stepsize:0.06871947673600004  Objective Value:83.16352414058905  Decrease Error:0.5672276181698521 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275964262496 Stepsize:0.054975581388800036  Objective Value:83.16352411884544  Decrease Error:0.5672275964262496 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275790317514 Stepsize:0.043980465111040035  Objective Value:83.16352410145095  Decrease Error:0.5672275790317514 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275651163545 Stepsize:0.03518437208883203  Objective Value:83.16352408753555  Decrease Error:0.5672275651163545 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275539842104 Stepsize:0.028147497671065627  Objective Value:83.1635240764034  Decrease Error:0.5672275539842104 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275450785946 Stepsize:0.022517998136852502  Objective Value:83.1635240674978  Decrease Error:0.5672275450785946 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275379541531 Stepsize:0.018014398509482003  Objective Value:83.16352406037336  Decrease Error:0.5672275379541531 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275322546341 Stepsize:0.014411518807585602  Objective Value:83.16352405467384  Decrease Error:0.5672275322546341 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275276949961 Stepsize:0.011529215046068483  Objective Value:83.1635240501142  Decrease Error:0.5672275276949961 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275240473823 Stepsize:0.009223372036854787  Objective Value:83.16352404646659  Decrease Error:0.5672275240473823 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275211292828 Stepsize:0.00737869762948383  Objective Value:83.16352404354849  Decrease Error:0.5672275211292828 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275187947378 Stepsize:0.005902958103587064  Objective Value:83.16352404121395  Decrease Error:0.5672275187947378 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275169271472 Stepsize:0.004722366482869652  Objective Value:83.16352403934636  Decrease Error:0.5672275169271472 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 0.567227515433089 Stepsize:0.0037778931862957215  Objective Value:83.1635240378523  Decrease Error:0.567227515433089 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275142379135 Stepsize:0.0030223145490365774  Objective Value:83.16352403665712  Decrease Error:0.5672275142379135 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275132816935 Stepsize:0.002417851639229262  Objective Value:83.1635240357009  Decrease Error:0.5672275132816935 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 0.5672275125167374 Stepsize:0.0019342813113834097  Objective Value:83.16352403493595  Decrease Error:0.5672275125167374 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 0.567227511904747 Stepsize:0.0015474250491067279  Objective Value:83.16352403432396  Decrease Error:0.567227511904747 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.2260710650199117e-09 Stepsize:0.0018569100589280734  Objective Value:83.16352403429937  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.2465763365983631e-09 Stepsize:0.0014855280471424588  Objective Value:83.16352403430432  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.262980553538537e-09 Stepsize:0.0011884224377139672  Objective Value:83.1635240343082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.2761039284127253e-09 Stepsize:0.0009507379501711738  Objective Value:83.16352403431137  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.2866026265319514e-09 Stepsize:0.0007605903601369392  Objective Value:83.16352403431385  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.295001584398495e-09 Stepsize:0.0006084722881095514  Objective Value:83.16352403431588  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.3017207532023356e-09 Stepsize:0.00048677783048764115  Objective Value:83.16352403431749  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.3070960854244495e-09 Stepsize:0.00038942226439011294  Objective Value:83.16352403431877  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.311396351290232e-09 Stepsize:0.00031153781151209035  Objective Value:83.16352403431979  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.3148365649938767e-09 Stepsize:0.0002492302492096723  Objective Value:83.16352403432064  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.3175887394858704e-09 Stepsize:0.00019938419936773785  Objective Value:83.16352403432133  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.3197904732830495e-09 Stepsize:0.0001595073594941903  Objective Value:83.16352403432187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.3215518611156485e-09 Stepsize:0.00012760588759535226  Objective Value:83.16352403432222  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.322960972665152e-09 Stepsize:0.00010208471007628181  Objective Value:83.1635240343226  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.324088262593901e-09 Stepsize:8.166776806102545e-05  Objective Value:83.16352403432286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.3249900949780347e-09 Stepsize:6.533421444882036e-05  Objective Value:83.16352403432306  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.3257115596784893e-09 Stepsize:5.2267371559056295e-05  Objective Value:83.16352403432323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.3262887315235562e-09 Stepsize:4.1813897247245036e-05  Objective Value:83.1635240343234  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.3267504708332666e-09 Stepsize:3.345111779779603e-05  Objective Value:83.16352403432353  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.3271198595129313e-09 Stepsize:2.6760894238236826e-05  Objective Value:83.16352403432361  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.327415369785813e-09 Stepsize:2.1408715390589462e-05  Objective Value:83.16352403432364  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.3276517788938417e-09 Stepsize:1.712697231247157e-05  Objective Value:83.1635240343237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.327840906602426e-09 Stepsize:1.3701577849977256e-05  Objective Value:83.16352403432377  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.3279922112948067e-09 Stepsize:1.0961262279981805e-05  Objective Value:83.16352403432386  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.328113252370732e-09 Stepsize:8.769009823985445e-06  Objective Value:83.16352403432386  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.3282100846792067e-09 Stepsize:7.015207859188356e-06  Objective Value:83.16352403432384  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.328287553655265e-09 Stepsize:5.612166287350686e-06  Objective Value:83.16352403432388  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.3283495246185652e-09 Stepsize:4.489733029880549e-06  Objective Value:83.16352403432393  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.3283991065052844e-09 Stepsize:3.5917864239044394e-06  Objective Value:83.16352403432387  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.3284387694193508e-09 Stepsize:2.873429139123552e-06  Objective Value:83.1635240343239  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352402972245  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352402248484  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352399862024  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.1635239410177  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352378532622  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352338264824  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16352232386375  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16351955920493  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16351233334993  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16349353940382  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16344514671012  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16332390396985  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16304062277149  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16248221914803  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16171764842696  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.1611629837876  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16100558547701  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16099264103958  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.16099228662364  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(544.031996, dtype=float64), 'logtau': Array(5.31803412, dtype=float64), 'logamp': Array(0.11275077, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.75395561, dtype=float64), 'logtau': Array(0.12738563, dtype=float64), 'logamp': Array(0.0752026, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11554.119795231432
And log height: -83.16...
log-evidence is ~-86.00
Seems to have converged at iteration 29 / 64 with tolerance 6.92e-05 
::::::::::::::::::::::: 
Scanning at lag=556.83 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.893022738083461e-06 Stepsize:1.0  Objective Value:82.86446286495082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.891655434563959e-06 Stepsize:0.8  Objective Value:82.86446168525798  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.8905616082227905e-06 Stepsize:0.6400000000000001  Objective Value:82.86446074170057  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.889686557695323e-06 Stepsize:0.5120000000000001  Objective Value:82.86445998698066  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.888986524019606e-06 Stepsize:0.40960000000000013  Objective Value:82.86445938328542  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.8884265013982034e-06 Stepsize:0.32768000000000014  Objective Value:82.8644589003808  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.887978486065292e-06 Stepsize:0.2621440000000001  Objective Value:82.86445851409016  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.88762007556821e-06 Stepsize:0.2097152000000001  Objective Value:82.86445820507872  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.887333348303121e-06 Stepsize:0.1677721600000001  Objective Value:82.86445795788316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.887103967214216e-06 Stepsize:0.13421772800000006  Objective Value:82.86445776013535  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.88692046280617e-06 Stepsize:0.10737418240000006  Objective Value:82.86445760194269  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.886773659578362e-06 Stepsize:0.08589934592000005  Objective Value:82.86445747539202  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.886656217185603e-06 Stepsize:0.06871947673600004  Objective Value:82.86445737415382  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.886562263392795e-06 Stepsize:0.054975581388800036  Objective Value:82.86445729316475  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.886487100436885e-06 Stepsize:0.043980465111040035  Objective Value:82.8644572283743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.886426970120337e-06 Stepsize:0.03518437208883203  Objective Value:82.86445717654263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.886378865899907e-06 Stepsize:0.028147497671065627  Objective Value:82.86445713507769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.8863403825440146e-06 Stepsize:0.022517998136852502  Objective Value:82.86445710190597  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.886309595871426e-06 Stepsize:0.018014398509482003  Objective Value:82.86445707536868  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.886284966543172e-06 Stepsize:0.014411518807585602  Objective Value:82.864457054139  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.88626526308494e-06 Stepsize:0.011529215046068483  Objective Value:82.86445703715532  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.8862495003232626e-06 Stepsize:0.009223372036854787  Objective Value:82.86445702356842  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.886236890114236e-06 Stepsize:0.00737869762948383  Objective Value:82.86445701269889  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.886226801948124e-06 Stepsize:0.005902958103587064  Objective Value:82.86445700400333  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.886218731419253e-06 Stepsize:0.004722366482869652  Objective Value:82.86445699704686  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.886212274994672e-06 Stepsize:0.0037778931862957215  Objective Value:82.8644569914817  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.886207109855313e-06 Stepsize:0.0030223145490365774  Objective Value:82.86445698702957  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.886202977743698e-06 Stepsize:0.002417851639229262  Objective Value:82.86445698346789  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.886199672054893e-06 Stepsize:0.0019342813113834097  Objective Value:82.8644569806185  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.886197027503411e-06 Stepsize:0.0015474250491067279  Objective Value:82.86445697833909  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.994952723585244e-09 Stepsize:0.0018569100589280734  Objective Value:82.86445697830104  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.0058241139451965e-09 Stepsize:0.0014855280471424588  Objective Value:82.86445697830865  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.0145212222659896e-09 Stepsize:0.0011884224377139672  Objective Value:82.86445697831473  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.0214789116751423e-09 Stepsize:0.0009507379501711738  Objective Value:82.86445697831958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.027045062358142e-09 Stepsize:0.0007605903601369392  Objective Value:82.86445697832352  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.0314979815248946e-09 Stepsize:0.0006084722881095514  Objective Value:82.86445697832657  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.0350603143741184e-09 Stepsize:0.00048677783048764115  Objective Value:82.86445697832905  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.0379101842300094e-09 Stepsize:0.00038942226439011294  Objective Value:82.86445697833108  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.0401900806622442e-09 Stepsize:0.00031153781151209035  Objective Value:82.86445697833267  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.0420139946408065e-09 Stepsize:0.0002492302492096723  Objective Value:82.86445697833396  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.0434731296793503e-09 Stepsize:0.00019938419936773785  Objective Value:82.86445697833499  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.044640435541781e-09 Stepsize:0.0001595073594941903  Objective Value:82.86445697833578  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.0455742777583894e-09 Stepsize:0.00012760588759535226  Objective Value:82.86445697833642  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.0463213556746836e-09 Stepsize:0.00010208471007628181  Objective Value:82.86445697833699  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.046919016558954e-09 Stepsize:8.166776806102545e-05  Objective Value:82.86445697833737  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.047397145549618e-09 Stepsize:6.533421444882036e-05  Objective Value:82.86445697833773  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.047779647664723e-09 Stepsize:5.2267371559056295e-05  Objective Value:82.864456978338  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.0480856503922205e-09 Stepsize:4.1813897247245036e-05  Objective Value:82.86445697833821  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.0483304513300963e-09 Stepsize:3.345111779779603e-05  Objective Value:82.86445697833841  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.0485262937568446e-09 Stepsize:2.6760894238236826e-05  Objective Value:82.86445697833851  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.04868296408785e-09 Stepsize:2.1408715390589462e-05  Objective Value:82.86445697833864  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.0488083032393426e-09 Stepsize:1.712697231247157e-05  Objective Value:82.8644569783387  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.0489085717334796e-09 Stepsize:1.3701577849977256e-05  Objective Value:82.86445697833877  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.048988791777683e-09 Stepsize:1.0961262279981805e-05  Objective Value:82.8644569783388  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.049052964742043e-09 Stepsize:8.769009823985445e-06  Objective Value:82.8644569783389  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.0491043045744933e-09 Stepsize:7.015207859188356e-06  Objective Value:82.86445697833894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.0491453736242385e-09 Stepsize:5.612166287350686e-06  Objective Value:82.86445697833892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.0491782319838264e-09 Stepsize:4.489733029880549e-06  Objective Value:82.86445697833898  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.0492045196039106e-09 Stepsize:3.5917864239044394e-06  Objective Value:82.864456978339  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.0492255462617018e-09 Stepsize:2.873429139123552e-06  Objective Value:82.86445697833895  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86445695474336  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86445677582999  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86445644159033  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86445554923691  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86445323058982  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86444714591201  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86443125790854  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86438983256399  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86428274930002  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86401174944952  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86336340019349  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.86201783522807  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.8600064082451  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.8583630858396  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.85778037370027  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.85771342744191  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.85771154393578  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.85771152016022  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(556.8303962, dtype=float64), 'logtau': Array(5.35032674, dtype=float64), 'logamp': Array(0.11995625, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.82850154, dtype=float64), 'logtau': Array(0.14036068, dtype=float64), 'logamp': Array(0.08001349, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11486.530286271121
And log height: -82.86...
log-evidence is ~-85.69
Seems to have converged at iteration 30 / 64 with tolerance 1.51e-05 
::::::::::::::::::::::: 
Scanning at lag=569.63 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419371279126494 Stepsize:1.0  Objective Value:84.09964864807286  Decrease Error:1.2419371279126494 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419370579262363 Stepsize:0.8  Objective Value:84.09964857808644  Decrease Error:1.2419370579262363 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.241937001942489 Stepsize:0.6400000000000001  Objective Value:84.0996485221027  Decrease Error:1.241937001942489 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419369571589272 Stepsize:0.5120000000000001  Objective Value:84.09964847731914  Decrease Error:1.2419369571589272 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419369213341724 Stepsize:0.40960000000000013  Objective Value:84.09964844149438  Decrease Error:1.2419369213341724 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368926758096 Stepsize:0.32768000000000014  Objective Value:84.09964841283603  Decrease Error:1.2419368926758096 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.241936869750063 Stepsize:0.2621440000000001  Objective Value:84.09964838991029  Decrease Error:1.241936869750063 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368514099887 Stepsize:0.2097152000000001  Objective Value:84.09964837157021  Decrease Error:1.2419368514099887 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368367382333 Stepsize:0.1677721600000001  Objective Value:84.09964835689846  Decrease Error:1.2419368367382333 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368250011615 Stepsize:0.13421772800000006  Objective Value:84.09964834516138  Decrease Error:1.2419368250011615 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368156115809 Stepsize:0.10737418240000006  Objective Value:84.0996483357718  Decrease Error:1.2419368156115809 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368081000925 Stepsize:0.08589934592000005  Objective Value:84.09964832826032  Decrease Error:1.2419368081000925 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419368020908905 Stepsize:0.06871947673600004  Objective Value:84.09964832225111  Decrease Error:1.2419368020908905 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367972836426 Stepsize:0.054975581388800036  Objective Value:84.09964831744387  Decrease Error:1.2419367972836426 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367934377732 Stepsize:0.043980465111040035  Objective Value:84.099648313598  Decrease Error:1.2419367934377732 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.24193679036118 Stepsize:0.03518437208883203  Objective Value:84.0996483105214  Decrease Error:1.24193679036118 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367878998457 Stepsize:0.028147497671065627  Objective Value:84.09964830806007  Decrease Error:1.2419367878998457 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367859308181 Stepsize:0.022517998136852502  Objective Value:84.09964830609104  Decrease Error:1.2419367859308181 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367843556302 Stepsize:0.018014398509482003  Objective Value:84.09964830451585  Decrease Error:1.2419367843556302 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367830954258 Stepsize:0.014411518807585602  Objective Value:84.09964830325565  Decrease Error:1.2419367830954258 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367820872935 Stepsize:0.011529215046068483  Objective Value:84.09964830224752  Decrease Error:1.2419367820872935 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367812807849 Stepsize:0.009223372036854787  Objective Value:84.09964830144101  Decrease Error:1.2419367812807849 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367806356263 Stepsize:0.00737869762948383  Objective Value:84.09964830079585  Decrease Error:1.2419367806356263 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.241936780119417 Stepsize:0.005902958103587064  Objective Value:84.09964830027964  Decrease Error:1.241936780119417 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.241936779706478 Stepsize:0.004722366482869652  Objective Value:84.0996482998667  Decrease Error:1.241936779706478 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367793761467 Stepsize:0.0037778931862957215  Objective Value:84.09964829953637  Decrease Error:1.2419367793761467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.24193677911191 Stepsize:0.0030223145490365774  Objective Value:84.09964829927213  Decrease Error:1.24193677911191 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367789004383 Stepsize:0.002417851639229262  Objective Value:84.09964829906066  Decrease Error:1.2419367789004383 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.2419367787312723 Stepsize:0.0019342813113834097  Objective Value:84.0996482988915  Decrease Error:1.2419367787312723 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.241936778596056 Stepsize:0.0015474250491067279  Objective Value:84.09964829875628  Decrease Error:1.241936778596056 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 8.312226894144611e-11 Stepsize:0.0018569100589280734  Objective Value:84.09964829875467  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 8.342537092347616e-11 Stepsize:0.0014855280471424588  Objective Value:84.09964829875496  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 8.366785242891497e-11 Stepsize:0.0011884224377139672  Objective Value:84.09964829875523  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.386183772152685e-11 Stepsize:0.0009507379501711738  Objective Value:84.09964829875543  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 8.401702646866421e-11 Stepsize:0.0007605903601369392  Objective Value:84.0996482987556  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 8.414117647737843e-11 Stepsize:0.0006084722881095514  Objective Value:84.09964829875571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 8.424049737076978e-11 Stepsize:0.00048677783048764115  Objective Value:84.09964829875584  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 8.431995385373465e-11 Stepsize:0.00038942226439011294  Objective Value:84.09964829875592  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.438351836214138e-11 Stepsize:0.00031153781151209035  Objective Value:84.09964829875595  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.443437089526669e-11 Stepsize:0.0002492302492096723  Objective Value:84.09964829875602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.447505268197191e-11 Stepsize:0.00019938419936773785  Objective Value:84.09964829875608  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.450759828946712e-11 Stepsize:0.0001595073594941903  Objective Value:84.0996482987561  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.453363394350753e-11 Stepsize:0.00012760588759535226  Objective Value:84.09964829875615  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.455446316808313e-11 Stepsize:0.00010208471007628181  Objective Value:84.09964829875612  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.457112637672766e-11 Stepsize:8.166776806102545e-05  Objective Value:84.09964829875616  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.458445698845133e-11 Stepsize:6.533421444882036e-05  Objective Value:84.0996482987562  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.45951214788467e-11 Stepsize:5.2267371559056295e-05  Objective Value:84.09964829875616  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.460365293021672e-11 Stepsize:4.1813897247245036e-05  Objective Value:84.0996482987562  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.461047811121801e-11 Stepsize:3.345111779779603e-05  Objective Value:84.0996482987562  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.461593859466281e-11 Stepsize:2.6760894238236826e-05  Objective Value:84.09964829875622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.462030647167423e-11 Stepsize:2.1408715390589462e-05  Objective Value:84.0996482987562  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.462380126185196e-11 Stepsize:1.712697231247157e-05  Objective Value:84.09964829875626  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.462659684666053e-11 Stepsize:1.3701577849977256e-05  Objective Value:84.09964829875625  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.46288334536749e-11 Stepsize:1.0961262279981805e-05  Objective Value:84.09964829875624  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.463062250203246e-11 Stepsize:8.769009823985445e-06  Objective Value:84.09964829875628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.46320537018397e-11 Stepsize:7.015207859188356e-06  Objective Value:84.09964829875624  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.463319847957341e-11 Stepsize:5.612166287350686e-06  Objective Value:84.09964829875622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.463411488536608e-11 Stepsize:4.489733029880549e-06  Objective Value:84.09964829875625  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.46348478246694e-11 Stepsize:3.5917864239044394e-06  Objective Value:84.09964829875625  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.463543383721418e-11 Stepsize:2.873429139123552e-06  Objective Value:84.09964829875622  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964829681499  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964829145672  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964827770574  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964824142867  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964814673717  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964789860138  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964724959963  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.0996455527117  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09964112801222  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09962966485699  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09960047386706  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09952936952102  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09937445156622  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09911398909536  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09885127359287  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09873230403005  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09871390927593  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09871310650794  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:84.09871309478697  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(569.6287964, dtype=float64), 'logtau': Array(5.35835045, dtype=float64), 'logamp': Array(0.12653034, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.90529298, dtype=float64), 'logtau': Array(0.14358637, dtype=float64), 'logamp': Array(0.08440363, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11136.867804063815
And log height: -84.10...
log-evidence is ~-86.92
Seems to have converged at iteration 31 / 64 with tolerance 9.83e-06 
::::::::::::::::::::::: 
Scanning at lag=582.43 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.593276731723146e-08 Stepsize:1.0  Objective Value:83.08167003977803  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 9.591386280594527e-08 Stepsize:0.8  Objective Value:83.08167002057628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 9.589873922660913e-08 Stepsize:0.6400000000000001  Objective Value:83.08167000521769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.588664038201008e-08 Stepsize:0.5120000000000001  Objective Value:83.08166999293255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.587696131868287e-08 Stepsize:0.40960000000000013  Objective Value:83.0816699831055  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.5869218075862e-08 Stepsize:0.32768000000000014  Objective Value:83.08166997524461  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.586302348648523e-08 Stepsize:0.2621440000000001  Objective Value:83.08166996895632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.585806781792056e-08 Stepsize:0.2097152000000001  Objective Value:83.08166996392609  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.585410328555614e-08 Stepsize:0.1677721600000001  Objective Value:83.08166995990203  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.585093166054475e-08 Stepsize:0.13421772800000006  Objective Value:83.0816699566829  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.58483943617685e-08 Stepsize:0.10737418240000006  Objective Value:83.08166995410764  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.584636452301524e-08 Stepsize:0.08589934592000005  Objective Value:83.08166995204749  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.584474065239787e-08 Stepsize:0.06871947673600004  Objective Value:83.08166995039943  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.584344155619721e-08 Stepsize:0.054975581388800036  Objective Value:83.08166994908098  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.584240227930208e-08 Stepsize:0.043980465111040035  Objective Value:83.08166994802627  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.58415708579187e-08 Stepsize:0.03518437208883203  Objective Value:83.08166994718246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.584090572093677e-08 Stepsize:0.028147497671065627  Objective Value:83.08166994650747  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.584037361134953e-08 Stepsize:0.022517998136852502  Objective Value:83.08166994596743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.58399479236395e-08 Stepsize:0.018014398509482003  Objective Value:83.0816699455354  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.583960737355771e-08 Stepsize:0.014411518807585602  Objective Value:83.08166994518982  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.583933493337869e-08 Stepsize:0.011529215046068483  Objective Value:83.0816699449133  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.583911698132822e-08 Stepsize:0.009223372036854787  Objective Value:83.08166994469212  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.583894261952784e-08 Stepsize:0.00737869762948383  Objective Value:83.08166994451524  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.583880313019037e-08 Stepsize:0.005902958103587064  Objective Value:83.08166994437366  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.583869153879696e-08 Stepsize:0.004722366482869652  Objective Value:83.08166994426036  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.583860226586537e-08 Stepsize:0.0037778931862957215  Objective Value:83.08166994416979  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.583853084722193e-08 Stepsize:0.0030223145490365774  Objective Value:83.08166994409733  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.583847371221494e-08 Stepsize:0.002417851639229262  Objective Value:83.08166994403936  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.58384280045447e-08 Stepsize:0.0019342813113834097  Objective Value:83.08166994399292  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.583839143818064e-08 Stepsize:0.0015474250491067279  Objective Value:83.08166994395584  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.2182504094579074e-11 Stepsize:0.002228292070713688  Objective Value:83.08166994394246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.2214520677436693e-11 Stepsize:0.0017826336565709507  Objective Value:83.08166994394254  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.224013387548872e-11 Stepsize:0.0014261069252567607  Objective Value:83.08166994394259  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.2260624422834212e-11 Stepsize:0.0011408855402054085  Objective Value:83.08166994394269  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.2277016965912097e-11 Stepsize:0.0009127084321643268  Objective Value:83.08166994394271  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.229013086298566e-11 Stepsize:0.0007301667457314615  Objective Value:83.08166994394273  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.2300622072039367e-11 Stepsize:0.0005841333965851692  Objective Value:83.08166994394284  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.230901511229657e-11 Stepsize:0.0004673067172681354  Objective Value:83.08166994394284  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.231572925151364e-11 Stepsize:0.00037384537381450836  Objective Value:83.08166994394281  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.2321100674949752e-11 Stepsize:0.00029907629905160673  Objective Value:83.08166994394284  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.2325397921695343e-11 Stepsize:0.0002392610392412854  Objective Value:83.0816699439429  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.2328835648957488e-11 Stepsize:0.00019140883139302832  Objective Value:83.08166994394286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.2331585920044476e-11 Stepsize:0.00015312706511442267  Objective Value:83.08166994394286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.233378608558387e-11 Stepsize:0.00012250165209153814  Objective Value:83.08166994394288  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.2335546121792443e-11 Stepsize:9.800132167323052e-05  Objective Value:83.08166994394286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.233695439368835e-11 Stepsize:7.840105733858443e-05  Objective Value:83.0816699439429  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.2338080800547982e-11 Stepsize:6.272084587086754e-05  Objective Value:83.08166994394291  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.233898200167573e-11 Stepsize:5.0176676696694036e-05  Objective Value:83.08166994394286  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.233970293047538e-11 Stepsize:4.014134135735523e-05  Objective Value:83.08166994394293  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.2340279709514e-11 Stepsize:3.211307308588419e-05  Objective Value:83.0816699439429  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.2340741162052235e-11 Stepsize:2.5690458468707354e-05  Objective Value:83.08166994394297  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.2341110183814168e-11 Stepsize:2.0552366774965883e-05  Objective Value:83.08166994394291  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2341405373525736e-11 Stepsize:1.6441893419972708e-05  Objective Value:83.08166994394291  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2341641694870987e-11 Stepsize:1.3153514735978166e-05  Objective Value:83.08166994394291  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2341830707732068e-11 Stepsize:1.0522811788782534e-05  Objective Value:83.08166994394293  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.2341981957323262e-11 Stepsize:8.418249431026028e-06  Objective Value:83.08166994394294  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.2342102998331424e-11 Stepsize:6.734599544820823e-06  Objective Value:83.08166994394297  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.2342199601592026e-11 Stepsize:5.387679635856659e-06  Objective Value:83.08166994394293  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.234227718430428e-11 Stepsize:4.310143708685327e-06  Objective Value:83.08166994394293  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.234233901389778e-11 Stepsize:3.448114966948262e-06  Objective Value:83.0816699439429  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08166994314382  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08166993857598  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08166993024014  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08166928535768  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08166821896556  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.0816654293279  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08165813357374  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.0816391022812  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08158977124735  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08146406405477  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08115762674726  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.08048987991498  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.0793756329803  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.07829965456004  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.07785102618442  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.07778225423488  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.07777939274614  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:83.0777793588233  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(582.4271966, dtype=float64), 'logtau': Array(5.35547645, dtype=float64), 'logamp': Array(0.13207027, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(0.98467067, dtype=float64), 'logtau': Array(0.14243088, dtype=float64), 'logamp': Array(0.08810379, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11235.112509922687
And log height: -83.08...
log-evidence is ~-85.90
Seems to have converged at iteration 32 / 64 with tolerance 2.90e-05 
::::::::::::::::::::::: 
Scanning at lag=595.23 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166383578681206 Stepsize:1.0  Objective Value:85.7944177166914  Decrease Error:2.7166383578681206 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166382140132157 Stepsize:0.8  Objective Value:85.7944175728365  Decrease Error:2.7166382140132157 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.716638098938418 Stepsize:0.6400000000000001  Objective Value:85.79441745776171  Decrease Error:2.716638098938418 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.716638006884409 Stepsize:0.5120000000000001  Objective Value:85.7944173657077  Decrease Error:2.716638006884409 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166379332449395 Stepsize:0.40960000000000013  Objective Value:85.79441729206823  Decrease Error:2.7166379332449395 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166378743358024 Stepsize:0.32768000000000014  Objective Value:85.7944172331591  Decrease Error:2.7166378743358024 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166378272100076 Stepsize:0.2621440000000001  Objective Value:85.7944171860333  Decrease Error:2.7166378272100076 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637789510372 Stepsize:0.2097152000000001  Objective Value:85.79441714833368  Decrease Error:2.716637789510372 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166377593512294 Stepsize:0.1677721600000001  Objective Value:85.79441711817454  Decrease Error:2.7166377593512294 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637735224367 Stepsize:0.13421772800000006  Objective Value:85.79441709404767  Decrease Error:2.716637735224367 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637715923156 Stepsize:0.10737418240000006  Objective Value:85.79441707474646  Decrease Error:2.716637715923156 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637700482309 Stepsize:0.08589934592000005  Objective Value:85.79441705930562  Decrease Error:2.716637700482309 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376881297367 Stepsize:0.06871947673600004  Objective Value:85.79441704695304  Decrease Error:2.7166376881297367 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637678247764 Stepsize:0.054975581388800036  Objective Value:85.79441703707107  Decrease Error:2.716637678247764 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637670342223 Stepsize:0.043980465111040035  Objective Value:85.79441702916553  Decrease Error:2.716637670342223 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376640178242 Stepsize:0.03518437208883203  Objective Value:85.79441702284113  Decrease Error:2.7166376640178242 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637658958348 Stepsize:0.028147497671065627  Objective Value:85.79441701778165  Decrease Error:2.716637658958348 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637654910727 Stepsize:0.022517998136852502  Objective Value:85.79441701373403  Decrease Error:2.716637654910727 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376516727126 Stepsize:0.018014398509482003  Objective Value:85.79441701049602  Decrease Error:2.7166376516727126 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.71663764908223 Stepsize:0.014411518807585602  Objective Value:85.79441700790554  Decrease Error:2.71663764908223 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376470098754 Stepsize:0.011529215046068483  Objective Value:85.79441700583318  Decrease Error:2.7166376470098754 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637645352023 Stepsize:0.009223372036854787  Objective Value:85.79441700417533  Decrease Error:2.716637645352023 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376440257096 Stepsize:0.00737869762948383  Objective Value:85.79441700284902  Decrease Error:2.7166376440257096 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637642964656 Stepsize:0.005902958103587064  Objective Value:85.79441700178796  Decrease Error:2.716637642964656 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376421158276 Stepsize:0.004722366482869652  Objective Value:85.79441700093913  Decrease Error:2.7166376421158276 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376414367335 Stepsize:0.0037778931862957215  Objective Value:85.79441700026004  Decrease Error:2.7166376414367335 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376408934525 Stepsize:0.0030223145490365774  Objective Value:85.79441699971676  Decrease Error:2.7166376408934525 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.7166376404588988 Stepsize:0.002417851639229262  Objective Value:85.7944169992822  Decrease Error:2.7166376404588988 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637640111216 Stepsize:0.0019342813113834097  Objective Value:85.79441699893452  Decrease Error:2.716637640111216 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.716637639833067 Stepsize:0.0015474250491067279  Objective Value:85.79441699865637  Decrease Error:2.716637639833067 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.0912942406003404e-10 Stepsize:0.0018569100589280734  Objective Value:85.79441699865237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.1077364335894738e-10 Stepsize:0.0014855280471424588  Objective Value:85.79441699865312  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.120890180971285e-10 Stepsize:0.0011884224377139672  Objective Value:85.79441699865376  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.1314131888954398e-10 Stepsize:0.0009507379501711738  Objective Value:85.79441699865428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.1398315878283075e-10 Stepsize:0.0007605903601369392  Objective Value:85.79441699865473  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.1465663103186877e-10 Stepsize:0.0006084722881095514  Objective Value:85.79441699865507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.1519540816431486e-10 Stepsize:0.00048677783048764115  Objective Value:85.79441699865527  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.1562643113370607e-10 Stepsize:0.00038942226439011294  Objective Value:85.79441699865549  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.159712483362478e-10 Stepsize:0.00031153781151209035  Objective Value:85.79441699865566  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.1624710352468469e-10 Stepsize:0.0002492302492096723  Objective Value:85.79441699865583  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.1646778715603359e-10 Stepsize:0.00019938419936773785  Objective Value:85.79441699865593  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.166443324747894e-10 Stepsize:0.0001595073594941903  Objective Value:85.79441699865603  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.1678556989260088e-10 Stepsize:0.00012760588759535226  Objective Value:85.79441699865609  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.1689856026425788e-10 Stepsize:0.00010208471007628181  Objective Value:85.79441699865613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.1698895249991948e-10 Stepsize:8.166776806102545e-05  Objective Value:85.79441699865622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.1706126454965953e-10 Stepsize:6.533421444882036e-05  Objective Value:85.79441699865619  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.1711911607155878e-10 Stepsize:5.2267371559056295e-05  Objective Value:85.79441699865623  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.1716539655588645e-10 Stepsize:4.1813897247245036e-05  Objective Value:85.79441699865625  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.1720242080816214e-10 Stepsize:3.345111779779603e-05  Objective Value:85.79441699865627  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.1723203972243052e-10 Stepsize:2.6760894238236826e-05  Objective Value:85.79441699865626  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.172557362517884e-10 Stepsize:2.1408715390589462e-05  Objective Value:85.7944169986563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.172746931998196e-10 Stepsize:1.712697231247157e-05  Objective Value:85.79441699865635  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.172898583845336e-10 Stepsize:1.3701577849977256e-05  Objective Value:85.79441699865633  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.173019903154644e-10 Stepsize:1.0961262279981805e-05  Objective Value:85.79441699865636  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.1731169572570018e-10 Stepsize:8.769009823985445e-06  Objective Value:85.7944169986563  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.1731946104762787e-10 Stepsize:7.015207859188356e-06  Objective Value:85.79441699865636  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.1732567267057293e-10 Stepsize:5.612166287350686e-06  Objective Value:85.79441699865632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.1733064195537646e-10 Stepsize:4.489733029880549e-06  Objective Value:85.79441699865632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.1733461739270605e-10 Stepsize:3.5917864239044394e-06  Objective Value:85.79441699865635  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.173377973305729e-10 Stepsize:2.873429139123552e-06  Objective Value:85.79441699865633  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79441699582276  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79441698616469  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.7944169630984  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.794416900481  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79441673876747  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79441631317032  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79441520128927  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.7944122894282  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79440467931346  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79438483730353  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79433349580825  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.7942032399127  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.7938892441732  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79322310379423  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79217473872322  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79126641205842  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79094281131846  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79090151568333  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79090011103979  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.79090009729097  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(595.2255968, dtype=float64), 'logtau': Array(5.34887584, dtype=float64), 'logamp': Array(0.13560621, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.06703159, dtype=float64), 'logtau': Array(0.13977747, dtype=float64), 'logamp': Array(0.09046579, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11159.825743990177
And log height: -85.79...
log-evidence is ~-88.61
Seems to have converged at iteration 33 / 64 with tolerance 1.61e-05 
::::::::::::::::::::::: 
Scanning at lag=608.02 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609249535738911 Stepsize:1.0  Objective Value:87.05182505086485  Decrease Error:1.2609249535738911 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609247434797055 Stepsize:0.8  Objective Value:87.05182484077066  Decrease Error:1.2609247434797055 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609245754072589 Stepsize:0.6400000000000001  Objective Value:87.05182467269823  Decrease Error:1.2609245754072589 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609244409512002 Stepsize:0.5120000000000001  Objective Value:87.05182453824217  Decrease Error:1.2609244409512002 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609243333876066 Stepsize:0.40960000000000013  Objective Value:87.05182443067858  Decrease Error:1.2609243333876066 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609242473374564 Stepsize:0.32768000000000014  Objective Value:87.05182434462843  Decrease Error:1.2609242473374564 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609241784978025 Stepsize:0.2621440000000001  Objective Value:87.05182427578877  Decrease Error:1.2609241784978025 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609241234264346 Stepsize:0.2097152000000001  Objective Value:87.0518242207174  Decrease Error:1.2609241234264346 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609240793695449 Stepsize:0.1677721600000001  Objective Value:87.05182417666052  Decrease Error:1.2609240793695449 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609240441241099 Stepsize:0.13421772800000006  Objective Value:87.05182414141508  Decrease Error:1.2609240441241099 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.260924015927955 Stepsize:0.10737418240000006  Objective Value:87.05182411321893  Decrease Error:1.260924015927955 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923993371037 Stepsize:0.08589934592000005  Objective Value:87.05182409066201  Decrease Error:1.260923993371037 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239753255395 Stepsize:0.06871947673600004  Objective Value:87.05182407261651  Decrease Error:1.2609239753255395 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239608891158 Stepsize:0.054975581388800036  Objective Value:87.05182405818009  Decrease Error:1.2609239608891158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923949340011 Stepsize:0.043980465111040035  Objective Value:87.05182404663098  Decrease Error:1.260923949340011 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239401007244 Stepsize:0.03518437208883203  Objective Value:87.0518240373917  Decrease Error:1.2609239401007244 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239327093604 Stepsize:0.028147497671065627  Objective Value:87.05182403000033  Decrease Error:1.2609239327093604 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923926796238 Stepsize:0.022517998136852502  Objective Value:87.05182402408721  Decrease Error:1.260923926796238 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923922065757 Stepsize:0.018014398509482003  Objective Value:87.05182401935673  Decrease Error:1.260923922065757 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923918281307 Stepsize:0.014411518807585602  Objective Value:87.05182401557228  Decrease Error:1.260923918281307 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239152538265 Stepsize:0.011529215046068483  Objective Value:87.0518240125448  Decrease Error:1.2609239152538265 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239128317853 Stepsize:0.009223372036854787  Objective Value:87.05182401012276  Decrease Error:1.2609239128317853 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239108942347 Stepsize:0.00737869762948383  Objective Value:87.0518240081852  Decrease Error:1.2609239108942347 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239093441005 Stepsize:0.005902958103587064  Objective Value:87.05182400663507  Decrease Error:1.2609239093441005 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239081040329 Stepsize:0.004722366482869652  Objective Value:87.051824005395  Decrease Error:1.2609239081040329 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923907111959 Stepsize:0.0037778931862957215  Objective Value:87.05182400440293  Decrease Error:1.260923907111959 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239063183253 Stepsize:0.0030223145490365774  Objective Value:87.0518240036093  Decrease Error:1.2609239063183253 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239056834127 Stepsize:0.002417851639229262  Objective Value:87.05182400297439  Decrease Error:1.2609239056834127 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.2609239051754741 Stepsize:0.0019342813113834097  Objective Value:87.05182400246645  Decrease Error:1.2609239051754741 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.260923904769129 Stepsize:0.0015474250491067279  Objective Value:87.0518240020601  Decrease Error:1.260923904769129 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.1488650625632265e-10 Stepsize:0.0018569100589280734  Objective Value:87.05182400205598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.163785086236424e-10 Stepsize:0.0014855280471424588  Objective Value:87.0518240020568  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.1757210998017558e-10 Stepsize:0.0011884224377139672  Objective Value:87.05182400205753  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.1852699151941178e-10 Stepsize:0.0009507379501711738  Objective Value:87.051824002058  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.192908956909931e-10 Stepsize:0.0007605903601369392  Objective Value:87.05182400205845  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.1990201926949316e-10 Stepsize:0.0006084722881095514  Objective Value:87.05182400205878  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.2039091941571753e-10 Stepsize:0.00048677783048764115  Objective Value:87.05182400205902  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.2078203857995436e-10 Stepsize:0.00038942226439011294  Objective Value:87.05182400205925  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.210949334044793e-10 Stepsize:0.00031153781151209035  Objective Value:87.0518240020594  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.2134524989564703e-10 Stepsize:0.0002492302492096723  Objective Value:87.05182400205958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.2154550277551783e-10 Stepsize:0.00019938419936773785  Objective Value:87.0518240020597  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.21705705843777e-10 Stepsize:0.0001595073594941903  Objective Value:87.05182400205977  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.2183386807476765e-10 Stepsize:0.00012760588759535226  Objective Value:87.05182400205985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.219363978012843e-10 Stepsize:0.00010208471007628181  Objective Value:87.05182400205993  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.220184203790332e-10 Stepsize:8.166776806102545e-05  Objective Value:87.05182400205992  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.2208403956744733e-10 Stepsize:6.533421444882036e-05  Objective Value:87.05182400206  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.221365350713222e-10 Stepsize:5.2267371559056295e-05  Objective Value:87.05182400206002  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.2217853080221673e-10 Stepsize:4.1813897247245036e-05  Objective Value:87.05182400206002  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.2221212791683618e-10 Stepsize:3.345111779779603e-05  Objective Value:87.05182400206004  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.222390054716512e-10 Stepsize:2.6760894238236826e-05  Objective Value:87.05182400206003  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.2226050757242385e-10 Stepsize:2.1408715390589462e-05  Objective Value:87.05182400206004  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.2227770921238438e-10 Stepsize:1.712697231247157e-05  Objective Value:87.05182400206006  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.2229147020451317e-10 Stepsize:1.3701577849977256e-05  Objective Value:87.05182400206013  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2230247903751852e-10 Stepsize:1.0961262279981805e-05  Objective Value:87.0518240020601  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.2231128601854189e-10 Stepsize:8.769009823985445e-06  Objective Value:87.05182400206013  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.223183318351088e-10 Stepsize:7.015207859188356e-06  Objective Value:87.0518240020601  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.223239684056919e-10 Stepsize:5.612166287350686e-06  Objective Value:87.05182400206007  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.2232847817850967e-10 Stepsize:4.489733029880549e-06  Objective Value:87.05182400206014  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.2233208495999556e-10 Stepsize:3.5917864239044394e-06  Objective Value:87.0518240020601  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.223349717431475e-10 Stepsize:2.873429139123552e-06  Objective Value:87.05182400206012  Decrease Error:1.4210854715202004e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182399526979  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182394369847  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182384149495  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182354069662  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182278617194  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05182077731197  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05181554994718  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05180182779569  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05176593257141  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05167198937882  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05142688964018  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.05079220411321  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.04918326274647  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.0453261041547  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.03731171830262  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.02562192491851  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.01744982103648  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.01523789964698  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.01498855465204  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.01498274481199  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:87.0149827002525  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(608.023997, dtype=float64), 'logtau': Array(5.31719602, dtype=float64), 'logamp': Array(0.14213674, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.15284397, dtype=float64), 'logtau': Array(0.12704903, dtype=float64), 'logamp': Array(0.09482882, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11450.138559636263
And log height: -87.01...
log-evidence is ~-89.85
Seems to have converged at iteration 34 / 64 with tolerance 3.64e-05 
::::::::::::::::::::::: 
Scanning at lag=620.82 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177672135271 Stepsize:1.0  Objective Value:96.84675942160517  Decrease Error:9.83177672135271 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177644329217 Stepsize:0.8  Objective Value:96.84675914354463  Decrease Error:9.83177644329217 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 9.831776220857705 Stepsize:0.6400000000000001  Objective Value:96.84675892111018  Decrease Error:9.831776220857705 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.831776042918932 Stepsize:0.5120000000000001  Objective Value:96.8467587431714  Decrease Error:9.831776042918932 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775900573732 Stepsize:0.40960000000000013  Objective Value:96.84675860082622  Decrease Error:9.831775900573732 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775786701172 Stepsize:0.32768000000000014  Objective Value:96.84675848695366  Decrease Error:9.831775786701172 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775695605486 Stepsize:0.2621440000000001  Objective Value:96.84675839585798  Decrease Error:9.831775695605486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775622730476 Stepsize:0.2097152000000001  Objective Value:96.84675832298296  Decrease Error:9.831775622730476 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775564431467 Stepsize:0.1677721600000001  Objective Value:96.84675826468396  Decrease Error:9.831775564431467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775517792664 Stepsize:0.13421772800000006  Objective Value:96.84675821804517  Decrease Error:9.831775517792664 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775480482122 Stepsize:0.10737418240000006  Objective Value:96.84675818073462  Decrease Error:9.831775480482122 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775450633998 Stepsize:0.08589934592000005  Objective Value:96.8467581508865  Decrease Error:9.831775450633998 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775426755613 Stepsize:0.06871947673600004  Objective Value:96.84675812700812  Decrease Error:9.831775426755613 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775407652998 Stepsize:0.054975581388800036  Objective Value:96.8467581079055  Decrease Error:9.831775407652998 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.8317753923711 Stepsize:0.043980465111040035  Objective Value:96.8467580926236  Decrease Error:9.8317753923711 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775380145444 Stepsize:0.03518437208883203  Objective Value:96.84675808039795  Decrease Error:9.831775380145444 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177537036508 Stepsize:0.028147497671065627  Objective Value:96.84675807061758  Decrease Error:9.83177537036508 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177536254074 Stepsize:0.022517998136852502  Objective Value:96.84675806279324  Decrease Error:9.83177536254074 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775356281213 Stepsize:0.018014398509482003  Objective Value:96.84675805653372  Decrease Error:9.831775356281213 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177535127372 Stepsize:0.014411518807585602  Objective Value:96.84675805152622  Decrease Error:9.83177535127372 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177534726768 Stepsize:0.011529215046068483  Objective Value:96.84675804752018  Decrease Error:9.83177534726768 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775344062734 Stepsize:0.009223372036854787  Objective Value:96.84675804431524  Decrease Error:9.831775344062734 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775341498982 Stepsize:0.00737869762948383  Objective Value:96.84675804175149  Decrease Error:9.831775341498982 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775339447887 Stepsize:0.005902958103587064  Objective Value:96.84675803970039  Decrease Error:9.831775339447887 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177533780703 Stepsize:0.004722366482869652  Objective Value:96.84675803805953  Decrease Error:9.83177533780703 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775336494317 Stepsize:0.0037778931862957215  Objective Value:96.84675803674682  Decrease Error:9.831775336494317 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177533544422 Stepsize:0.0030223145490365774  Objective Value:96.84675803569672  Decrease Error:9.83177533544422 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775334604075 Stepsize:0.002417851639229262  Objective Value:96.84675803485658  Decrease Error:9.831775334604075 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.831775333931972 Stepsize:0.0019342813113834097  Objective Value:96.84675803418448  Decrease Error:9.831775333931972 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.83177533339429 Stepsize:0.0015474250491067279  Objective Value:96.8467580336468  Decrease Error:9.83177533339429 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.8904133389302677e-10 Stepsize:0.0018569100589280734  Objective Value:96.84675803363928  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.9239430736665904e-10 Stepsize:0.0014855280471424588  Objective Value:96.84675803364073  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.950766867707036e-10 Stepsize:0.0011884224377139672  Objective Value:96.84675803364198  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.9722258986161367e-10 Stepsize:0.0009507379501711738  Objective Value:96.8467580336429  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.9893931381292243e-10 Stepsize:0.0007605903601369392  Objective Value:96.84675803364368  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.0031269450404975e-10 Stepsize:0.0006084722881095514  Objective Value:96.84675803364429  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.014113950819954e-10 Stepsize:0.00048677783048764115  Objective Value:96.8467580336448  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.022903578374395e-10 Stepsize:0.00038942226439011294  Objective Value:96.8467580336452  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.029935260604153e-10 Stepsize:0.00031153781151209035  Objective Value:96.84675803364549  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.03556060542573e-10 Stepsize:0.0002492302492096723  Objective Value:96.84675803364571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.0400609141072126e-10 Stepsize:0.00019938419936773785  Objective Value:96.84675803364598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.0436611313588116e-10 Stepsize:0.0001595073594941903  Objective Value:96.84675803364613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.0465413186990654e-10 Stepsize:0.00012760588759535226  Objective Value:96.84675803364628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.048845452281131e-10 Stepsize:0.00010208471007628181  Objective Value:96.84675803364632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.050688776087442e-10 Stepsize:8.166776806102545e-05  Objective Value:96.84675803364645  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.052163428938986e-10 Stepsize:6.533421444882036e-05  Objective Value:96.84675803364651  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.0533431649760365e-10 Stepsize:5.2267371559056295e-05  Objective Value:96.84675803364654  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.0542869268497e-10 Stepsize:4.1813897247245036e-05  Objective Value:96.84675803364658  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.055041963006452e-10 Stepsize:3.345111779779603e-05  Objective Value:96.84675803364668  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.0556459876899127e-10 Stepsize:2.6760894238236826e-05  Objective Value:96.84675803364667  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.056129181158331e-10 Stepsize:2.1408715390589462e-05  Objective Value:96.84675803364668  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.0565157997925736e-10 Stepsize:1.712697231247157e-05  Objective Value:96.84675803364672  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.05682503593621e-10 Stepsize:1.3701577849977256e-05  Objective Value:96.84675803364671  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.057072425257695e-10 Stepsize:1.0961262279981805e-05  Objective Value:96.84675803364674  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.057270347651772e-10 Stepsize:8.769009823985445e-06  Objective Value:96.84675803364678  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.057428703646105e-10 Stepsize:7.015207859188356e-06  Objective Value:96.84675803364672  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.057555379320721e-10 Stepsize:5.612166287350686e-06  Objective Value:96.84675803364676  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.057656695845335e-10 Stepsize:4.489733029880549e-06  Objective Value:96.84675803364674  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.0577377617772973e-10 Stepsize:3.5917864239044394e-06  Objective Value:96.84675803364675  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.057802633320222e-10 Stepsize:2.873429139123552e-06  Objective Value:96.84675803364672  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84675800642466  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84675746744944  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84675653828658  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84675411297268  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84674775700057  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84673113713608  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84668773398388  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84657500950117  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84628637466916  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84557455571269  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84397892007709  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.84114335274295  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.83811432907784  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.83673059034447  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.83648840002944  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.83647532993751  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:96.83647517121612  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(620.8223972, dtype=float64), 'logtau': Array(5.30069977, dtype=float64), 'logamp': Array(0.1461472, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.24266754, dtype=float64), 'logtau': Array(0.12042524, dtype=float64), 'logamp': Array(0.09750865, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10779.564082637544
And log height: -96.84...
log-evidence is ~-99.64
Seems to have converged at iteration 35 / 64 with tolerance 7.79e-05 
::::::::::::::::::::::: 
Scanning at lag=633.62 ... 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.079555728351203e-06 Stepsize:1.0  Objective Value:95.5933708269757  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.07919094518996e-06 Stepsize:0.8  Objective Value:95.59336941076924  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.07889911962733e-06 Stepsize:0.6400000000000001  Objective Value:95.59336827785658  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.078665659795474e-06 Stepsize:0.5120000000000001  Objective Value:95.59336737156008  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.078478892325928e-06 Stepsize:0.40960000000000013  Objective Value:95.59336664654442  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.0783294786035635e-06 Stepsize:0.32768000000000014  Objective Value:95.59336606654561  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.0782099477868276e-06 Stepsize:0.2621440000000001  Objective Value:95.59336560255544  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.0781143232384e-06 Stepsize:0.2097152000000001  Objective Value:95.59336523136886  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.07803782366516e-06 Stepsize:0.1677721600000001  Objective Value:95.59336493442329  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.077976624049411e-06 Stepsize:0.13421772800000006  Objective Value:95.59336469686907  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.077927664383243e-06 Stepsize:0.10737418240000006  Objective Value:95.59336450682729  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.077888496668805e-06 Stepsize:0.08589934592000005  Objective Value:95.59336435479469  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.077857162507943e-06 Stepsize:0.06871947673600004  Objective Value:95.5933642331693  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.0778320951860875e-06 Stepsize:0.054975581388800036  Objective Value:95.59336413586928  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.07781204133371e-06 Stepsize:0.043980465111040035  Objective Value:95.59336405802962  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.077795998254495e-06 Stepsize:0.03518437208883203  Objective Value:95.59336399575794  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.077783163793479e-06 Stepsize:0.028147497671065627  Objective Value:95.59336394594085  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.077772896224464e-06 Stepsize:0.022517998136852502  Objective Value:95.59336390608709  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.07776468217166e-06 Stepsize:0.018014398509482003  Objective Value:95.59336387420417  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.077758110928589e-06 Stepsize:0.014411518807585602  Objective Value:95.59336384869792  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.0777528539348755e-06 Stepsize:0.011529215046068483  Objective Value:95.5933638282929  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.077748648340297e-06 Stepsize:0.009223372036854787  Objective Value:95.5933638119689  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.07774528386464e-06 Stepsize:0.00737869762948383  Objective Value:95.5933637989097  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.077742592284117e-06 Stepsize:0.005902958103587064  Objective Value:95.59336378846231  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.077740439020354e-06 Stepsize:0.004722366482869652  Objective Value:95.59336378010445  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.0777387164085344e-06 Stepsize:0.0037778931862957215  Objective Value:95.59336377341819  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.077737338319658e-06 Stepsize:0.0030223145490365774  Objective Value:95.59336376806908  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.0777362358487705e-06 Stepsize:0.002417851639229262  Objective Value:95.59336376378982  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.077735353871428e-06 Stepsize:0.0019342813113834097  Objective Value:95.59336376036643  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.077734648289619e-06 Stepsize:0.0015474250491067279  Objective Value:95.59336375762781  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.4082547259674678e-09 Stepsize:0.0018569100589280734  Objective Value:95.59336375760134  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.4114797220406899e-09 Stepsize:0.0014855280471424588  Objective Value:95.59336375760667  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.4140597174892e-09 Stepsize:0.0011884224377139672  Objective Value:95.59336375761087  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.4161237147370537e-09 Stepsize:0.0009507379501711738  Objective Value:95.59336375761418  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4177749135273818e-09 Stepsize:0.0007605903601369392  Objective Value:95.59336375761697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.4190958694723785e-09 Stepsize:0.0006084722881095514  Objective Value:95.59336375761906  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.420152638036636e-09 Stepsize:0.00048677783048764115  Objective Value:95.59336375762084  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.4209980492207282e-09 Stepsize:0.00038942226439011294  Objective Value:95.59336375762217  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.4216743798214102e-09 Stepsize:0.00031153781151209035  Objective Value:95.59336375762327  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.4222154458876016e-09 Stepsize:0.0002492302492096723  Objective Value:95.59336375762425  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.4226482961222064e-09 Stepsize:0.00019938419936773785  Objective Value:95.59336375762491  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.4229945773805399e-09 Stepsize:0.0001595073594941903  Objective Value:95.59336375762545  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.4232716029618338e-09 Stepsize:0.00012760588759535226  Objective Value:95.59336375762598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.4234932218683283e-09 Stepsize:0.00010208471007628181  Objective Value:95.5933637576263  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.4236705186984319e-09 Stepsize:8.166776806102545e-05  Objective Value:95.59336375762659  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.42381235581557e-09 Stepsize:6.533421444882036e-05  Objective Value:95.59336375762688  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.4239258247964176e-09 Stepsize:5.2267371559056295e-05  Objective Value:95.59336375762703  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.4240165997452817e-09 Stepsize:4.1813897247245036e-05  Objective Value:95.59336375762715  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.4240892195796897e-09 Stepsize:3.345111779779603e-05  Objective Value:95.59336375762727  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4241473180709854e-09 Stepsize:2.6760894238236826e-05  Objective Value:95.59336375762743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.4241937945655133e-09 Stepsize:2.1408715390589462e-05  Objective Value:95.59336375762743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.424230976384552e-09 Stepsize:1.712697231247157e-05  Objective Value:95.59336375762754  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.4242607216066793e-09 Stepsize:1.3701577849977256e-05  Objective Value:95.59336375762757  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4242845170254397e-09 Stepsize:1.0961262279981805e-05  Objective Value:95.5933637576276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.4243035554394057e-09 Stepsize:8.769009823985445e-06  Objective Value:95.59336375762761  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.424318785186665e-09 Stepsize:7.015207859188356e-06  Objective Value:95.59336375762767  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4243309682173995e-09 Stepsize:5.612166287350686e-06  Objective Value:95.59336375762769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.4243407145579613e-09 Stepsize:4.489733029880549e-06  Objective Value:95.59336375762769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.4243485128989274e-09 Stepsize:3.5917864239044394e-06  Objective Value:95.5933637576277  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.4243547514117804e-09 Stepsize:2.873429139123552e-06  Objective Value:95.59336375762777  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59336369854768  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.593363506701  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59336304133383  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59336178574996  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.5933585349883  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59334998525942  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59332763488065  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59326909806116  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59311615907791  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59271832615553  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.59169725029572  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.58916777445499  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.58344731842762  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.57314119161796  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.562224189566  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.55762924692152  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.55685488573414  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.55681102271667  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.55681057533107  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:95.55681057238688  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(633.6207974, dtype=float64), 'logtau': Array(5.26083315, dtype=float64), 'logamp': Array(0.14909482, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.33718113, dtype=float64), 'logtau': Array(0.10442806, dtype=float64), 'logamp': Array(0.0994785, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11421.93049170721
And log height: -95.56...
log-evidence is ~-98.39
Seems to have converged at iteration 36 / 64 with tolerance 4.39e-06 
::::::::::::::::::::::: 
Scanning at lag=646.42 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403668997626 Stepsize:1.0  Objective Value:100.9632142413845  Decrease Error:5.406403668997626 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.40640365719085 Stepsize:0.8  Objective Value:100.96321422957773  Decrease Error:5.40640365719085 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036477459325 Stepsize:0.6400000000000001  Objective Value:100.96321422013281  Decrease Error:5.4064036477459325 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036401900495 Stepsize:0.5120000000000001  Objective Value:100.96321421257693  Decrease Error:5.4064036401900495 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403634145562 Stepsize:0.40960000000000013  Objective Value:100.96321420653244  Decrease Error:5.406403634145562 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403629310091 Stepsize:0.32768000000000014  Objective Value:100.96321420169697  Decrease Error:5.406403629310091 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036254418255 Stepsize:0.2621440000000001  Objective Value:100.9632141978287  Decrease Error:5.4064036254418255 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036223471845 Stepsize:0.2097152000000001  Objective Value:100.96321419473406  Decrease Error:5.4064036223471845 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403619871398 Stepsize:0.1677721600000001  Objective Value:100.96321419225828  Decrease Error:5.406403619871398 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403617890874 Stepsize:0.13421772800000006  Objective Value:100.96321419027775  Decrease Error:5.406403617890874 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036163065055 Stepsize:0.10737418240000006  Objective Value:100.96321418869339  Decrease Error:5.4064036163065055 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403615039011 Stepsize:0.08589934592000005  Objective Value:100.96321418742589  Decrease Error:5.406403615039011 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403614025024 Stepsize:0.06871947673600004  Objective Value:100.9632141864119  Decrease Error:5.406403614025024 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403613213769 Stepsize:0.054975581388800036  Objective Value:100.96321418560065  Decrease Error:5.406403613213769 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403612564844 Stepsize:0.043980465111040035  Objective Value:100.96321418495172  Decrease Error:5.406403612564844 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403612045736 Stepsize:0.03518437208883203  Objective Value:100.96321418443262  Decrease Error:5.406403612045736 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403611630324 Stepsize:0.028147497671065627  Objective Value:100.9632141840172  Decrease Error:5.406403611630324 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036112980745 Stepsize:0.022517998136852502  Objective Value:100.96321418368495  Decrease Error:5.4064036112980745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403611032218 Stepsize:0.018014398509482003  Objective Value:100.9632141834191  Decrease Error:5.406403611032218 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610819552 Stepsize:0.014411518807585602  Objective Value:100.96321418320643  Decrease Error:5.406403610819552 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610649477 Stepsize:0.011529215046068483  Objective Value:100.96321418303636  Decrease Error:5.406403610649477 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610513365 Stepsize:0.009223372036854787  Objective Value:100.96321418290024  Decrease Error:5.406403610513365 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610404496 Stepsize:0.00737869762948383  Objective Value:100.96321418279138  Decrease Error:5.406403610404496 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610317341 Stepsize:0.005902958103587064  Objective Value:100.96321418270422  Decrease Error:5.406403610317341 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610247651 Stepsize:0.004722366482869652  Objective Value:100.96321418263453  Decrease Error:5.406403610247651 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610191987 Stepsize:0.0037778931862957215  Objective Value:100.96321418257887  Decrease Error:5.406403610191987 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610147322 Stepsize:0.0030223145490365774  Objective Value:100.9632141825342  Decrease Error:5.406403610147322 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.4064036101116955 Stepsize:0.002417851639229262  Objective Value:100.96321418249858  Decrease Error:5.4064036101116955 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610083174 Stepsize:0.0019342813113834097  Objective Value:100.96321418247005  Decrease Error:5.406403610083174 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.406403610060295 Stepsize:0.0015474250491067279  Objective Value:100.96321418244717  Decrease Error:5.406403610060295 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:100.96321418244518  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.0968242421825841e-11 Stepsize:0.002228292070713688  Objective Value:100.96321418244489  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.0973126862311216e-11 Stepsize:0.0017826336565709507  Objective Value:100.96321418244496  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.0977034465642499e-11 Stepsize:0.0014261069252567607  Objective Value:100.96321418244499  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.098016055614258e-11 Stepsize:0.0011408855402054085  Objective Value:100.96321418244501  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.0982661350615613e-11 Stepsize:0.0009127084321643268  Objective Value:100.96321418244506  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.0984662058318896e-11 Stepsize:0.0007301667457314615  Objective Value:100.96321418244503  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.0986262650951301e-11 Stepsize:0.0005841333965851692  Objective Value:100.96321418244509  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.0987543066611952e-11 Stepsize:0.0004673067172681354  Objective Value:100.96321418244509  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.0988567448564846e-11 Stepsize:0.00037384537381450836  Objective Value:100.9632141824451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.0989386941929886e-11 Stepsize:0.00029907629905160673  Objective Value:100.96321418244511  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.0990042528066885e-11 Stepsize:0.0002392610392412854  Objective Value:100.9632141824451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.0990566964916288e-11 Stepsize:0.00019140883139302832  Objective Value:100.96321418244516  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.099098661362572e-11 Stepsize:0.00015312706511442267  Objective Value:100.9632141824451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.0991322232431619e-11 Stepsize:0.00012250165209153814  Objective Value:100.96321418244507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.0991590714770844e-11 Stepsize:9.800132167323052e-05  Objective Value:100.96321418244507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.0991805587759563e-11 Stepsize:7.840105733858443e-05  Objective Value:100.96321418244518  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.0991977476790824e-11 Stepsize:6.272084587086754e-05  Objective Value:100.96321418244514  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992114863629045e-11 Stepsize:5.0176676696694036e-05  Objective Value:100.96321418244511  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992224870127245e-11 Stepsize:4.014134135735523e-05  Objective Value:100.96321418244511  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992312932966398e-11 Stepsize:3.211307308588419e-05  Objective Value:100.96321418244507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992383265076624e-11 Stepsize:2.5690458468707354e-05  Objective Value:100.96321418244516  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992439633636956e-11 Stepsize:2.0552366774965883e-05  Objective Value:100.96321418244517  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992484696636782e-11 Stepsize:1.6441893419972708e-05  Objective Value:100.96321418244514  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992520712901216e-11 Stepsize:1.3153514735978166e-05  Objective Value:100.96321418244511  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992549492539665e-11 Stepsize:1.0522811788782534e-05  Objective Value:100.96321418244514  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992572615056817e-11 Stepsize:8.418249431026028e-06  Objective Value:100.96321418244514  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992591072540013e-11 Stepsize:6.734599544820823e-06  Objective Value:100.96321418244523  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992605885663953e-11 Stepsize:5.387679635856659e-06  Objective Value:100.96321418244521  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992617672339172e-11 Stepsize:4.310143708685327e-06  Objective Value:100.9632141824452  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.0992627095368952e-11 Stepsize:3.448114966948262e-06  Objective Value:100.96321418244517  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321418080888  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321417834064  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321416998101  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.963214149975  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321409570989  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321395552012  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321358658898  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321262252577  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96321009654419  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.9632034859023  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96318618768156  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96314100221043  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96302349948556  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96272170329318  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96197148242067  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.96025640111702  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95706605677755  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95333244758777  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95138805432846  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95099512045371  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95096913235312  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.95096876023644  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:100.9509687577231  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(646.4191976, dtype=float64), 'logtau': Array(5.24352439, dtype=float64), 'logamp': Array(0.15388005, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.43722138, dtype=float64), 'logtau': Array(0.09748689, dtype=float64), 'logamp': Array(0.10267681, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11086.833205698642
And log height: -100.95...
log-evidence is ~-103.77
Seems to have converged at iteration 37 / 64 with tolerance 3.74e-06 
::::::::::::::::::::::: 
Scanning at lag=659.22 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717444426218 Stepsize:1.0  Objective Value:109.16968620214932  Decrease Error:8.218717444426218 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717435859105 Stepsize:0.8  Objective Value:109.16968619358221  Decrease Error:8.218717435859105 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717429005821 Stepsize:0.6400000000000001  Objective Value:109.16968618672892  Decrease Error:8.218717429005821 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717423523316 Stepsize:0.5120000000000001  Objective Value:109.16968618124642  Decrease Error:8.218717423523316 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717419137405 Stepsize:0.40960000000000013  Objective Value:109.16968617686051  Decrease Error:8.218717419137405 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717415628802 Stepsize:0.32768000000000014  Objective Value:109.1696861733519  Decrease Error:8.218717415628802 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871741282186 Stepsize:0.2621440000000001  Objective Value:109.16968617054496  Decrease Error:8.21871741282186 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717410576502 Stepsize:0.2097152000000001  Objective Value:109.1696861682996  Decrease Error:8.218717410576502 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717408780165 Stepsize:0.1677721600000001  Objective Value:109.16968616650327  Decrease Error:8.218717408780165 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717407343007 Stepsize:0.13421772800000006  Objective Value:109.16968616506611  Decrease Error:8.218717407343007 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871740619332 Stepsize:0.10737418240000006  Objective Value:109.16968616391642  Decrease Error:8.21871740619332 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871740527368 Stepsize:0.08589934592000005  Objective Value:109.16968616299678  Decrease Error:8.21871740527368 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871740453794 Stepsize:0.06871947673600004  Objective Value:109.16968616226104  Decrease Error:8.21871740453794 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717403949327 Stepsize:0.054975581388800036  Objective Value:109.16968616167243  Decrease Error:8.218717403949327 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717403478479 Stepsize:0.043980465111040035  Objective Value:109.16968616120158  Decrease Error:8.218717403478479 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717403101792 Stepsize:0.03518437208883203  Objective Value:109.1696861608249  Decrease Error:8.218717403101792 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717402800422 Stepsize:0.028147497671065627  Objective Value:109.16968616052353  Decrease Error:8.218717402800422 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717402559307 Stepsize:0.022517998136852502  Objective Value:109.16968616028241  Decrease Error:8.218717402559307 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717402366437 Stepsize:0.018014398509482003  Objective Value:109.16968616008954  Decrease Error:8.218717402366437 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871740221215 Stepsize:0.014411518807585602  Objective Value:109.16968615993525  Decrease Error:8.21871740221215 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717402088615 Stepsize:0.011529215046068483  Objective Value:109.16968615981172  Decrease Error:8.218717402088615 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401989949 Stepsize:0.009223372036854787  Objective Value:109.16968615971305  Decrease Error:8.218717401989949 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401910908 Stepsize:0.00737869762948383  Objective Value:109.16968615963401  Decrease Error:8.218717401910908 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401847712 Stepsize:0.005902958103587064  Objective Value:109.16968615957082  Decrease Error:8.218717401847712 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401797122 Stepsize:0.004722366482869652  Objective Value:109.16968615952023  Decrease Error:8.218717401797122 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.21871740175672 Stepsize:0.0037778931862957215  Objective Value:109.16968615947982  Decrease Error:8.21871740175672 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401724362 Stepsize:0.0030223145490365774  Objective Value:109.16968615944747  Decrease Error:8.218717401724362 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401698527 Stepsize:0.002417851639229262  Objective Value:109.16968615942163  Decrease Error:8.218717401698527 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401677779 Stepsize:0.0019342813113834097  Objective Value:109.16968615940088  Decrease Error:8.218717401677779 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.218717401661209 Stepsize:0.0015474250491067279  Objective Value:109.16968615938431  Decrease Error:8.218717401661209 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.1575861130520915e-11 Stepsize:0.0018569100589280734  Objective Value:109.16968615938328  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.0288115790545112e-11 Stepsize:0.0014855280471424588  Objective Value:109.16968615938352  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.725791585993726e-11 Stepsize:0.0011884224377139672  Objective Value:109.16968615938364  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.283375755530676e-11 Stepsize:0.0009507379501711738  Objective Value:109.16968615938384  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.729442787990204e-11 Stepsize:0.0007605903601369392  Objective Value:109.16968615938393  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.086296403928956e-11 Stepsize:0.0006084722881095514  Objective Value:109.16968615938391  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.371779900580568e-11 Stepsize:0.00048677783048764115  Objective Value:109.16968615938403  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.600166388226612e-11 Stepsize:0.00038942226439011294  Objective Value:109.16968615938411  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.782875010085983e-11 Stepsize:0.00031153781151209035  Objective Value:109.16968615938413  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.9290422125053414e-11 Stepsize:0.0002492302492096723  Objective Value:109.16968615938416  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.045976566415214e-11 Stepsize:0.00019938419936773785  Objective Value:109.16968615938424  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.139523248995333e-11 Stepsize:0.0001595073594941903  Objective Value:109.16968615938421  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.214360968024976e-11 Stepsize:0.00012760588759535226  Objective Value:109.16968615938423  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.27423124557027e-11 Stepsize:0.00010208471007628181  Objective Value:109.16968615938421  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.3221272487331916e-11 Stepsize:8.166776806102545e-05  Objective Value:109.1696861593843  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.360444038388628e-11 Stepsize:6.533421444882036e-05  Objective Value:109.16968615938427  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.3910974356895584e-11 Stepsize:5.2267371559056295e-05  Objective Value:109.1696861593842  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.415620313450123e-11 Stepsize:4.1813897247245036e-05  Objective Value:109.16968615938428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.4352392397524503e-11 Stepsize:3.345111779779603e-05  Objective Value:109.16968615938436  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.450933348769369e-11 Stepsize:2.6760894238236826e-05  Objective Value:109.16968615938428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.463489022500979e-11 Stepsize:2.1408715390589462e-05  Objective Value:109.16968615938426  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.473533873058866e-11 Stepsize:1.712697231247157e-05  Objective Value:109.16968615938431  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.481569030206801e-11 Stepsize:1.3701577849977256e-05  Objective Value:109.16968615938436  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.487997865942047e-11 Stepsize:1.0961262279981805e-05  Objective Value:109.16968615938436  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.4931402930891335e-11 Stepsize:8.769009823985445e-06  Objective Value:109.16968615938427  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.497254622815655e-11 Stepsize:7.015207859188356e-06  Objective Value:109.16968615938433  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.5005459827845144e-11 Stepsize:5.612166287350686e-06  Objective Value:109.16968615938421  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.503178995543076e-11 Stepsize:4.489733029880549e-06  Objective Value:109.16968615938437  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.505285477713845e-11 Stepsize:3.5917864239044394e-06  Objective Value:109.16968615938428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.5069713321321494e-11 Stepsize:2.873429139123552e-06  Objective Value:109.16968615938443  Decrease Error:1.1368683772161603e-13 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968615930203  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968615856527  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968615714076  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968615290058  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968614230798  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968611406632  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968604063554  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968584787622  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968534372745  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968402342158  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16968056846727  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16967153302492  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16964795872737  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16958682767887  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16943088937775  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16904973872522  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16821336622671  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16679457637943  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16538807174427  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16479027945987  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16469581769628  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.1646915818928  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:109.16469153217376  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(659.2175978, dtype=float64), 'logtau': Array(5.2343744, dtype=float64), 'logamp': Array(0.15828284, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.54383822, dtype=float64), 'logtau': Array(0.09381851, dtype=float64), 'logamp': Array(0.10561997, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9961.78775206583
And log height: -109.16...
log-evidence is ~-111.93
Seems to have converged at iteration 38 / 64 with tolerance 3.71e-05 
::::::::::::::::::::::: 
Scanning at lag=672.02 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.0417318178135843e-06 Stepsize:1.0  Objective Value:102.23991646204885  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.041633972572018e-06 Stepsize:0.8  Objective Value:102.23991625362542  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.0415556965674173e-06 Stepsize:0.6400000000000001  Objective Value:102.23991608690082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.0414930758842087e-06 Stepsize:0.5120000000000001  Objective Value:102.2399159535301  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.0414429794153873e-06 Stepsize:0.40960000000000013  Objective Value:102.23991584683928  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.041402902289687e-06 Stepsize:0.32768000000000014  Objective Value:102.23991576149041  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.041370840621053e-06 Stepsize:0.2621440000000001  Objective Value:102.23991569321362  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.0413451913062922e-06 Stepsize:0.2097152000000001  Objective Value:102.23991563859371  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.0413246718669432e-06 Stepsize:0.1677721600000001  Objective Value:102.23991559489878  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.041308256324747e-06 Stepsize:0.13421772800000006  Objective Value:102.23991555994343  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412951238954175e-06 Stepsize:0.10737418240000006  Objective Value:102.23991553197946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412846179555183e-06 Stepsize:0.08589934592000005  Objective Value:102.23991550960866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412762132061529e-06 Stepsize:0.06871947673600004  Objective Value:102.23991549171211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412694894076889e-06 Stepsize:0.054975581388800036  Objective Value:102.23991547739502  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412641103698242e-06 Stepsize:0.043980465111040035  Objective Value:102.23991546594148  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412598071402255e-06 Stepsize:0.03518437208883203  Objective Value:102.23991545677852  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412563645569087e-06 Stepsize:0.028147497671065627  Objective Value:102.23991544944832  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412536104909227e-06 Stepsize:0.022517998136852502  Objective Value:102.2399154435841  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412514072372953e-06 Stepsize:0.018014398509482003  Objective Value:102.23991543889281  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412496446353194e-06 Stepsize:0.014411518807585602  Objective Value:102.23991543513972  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412482345533888e-06 Stepsize:0.011529215046068483  Objective Value:102.2399154321373  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412471064882853e-06 Stepsize:0.009223372036854787  Objective Value:102.23991542973529  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.041246204036003e-06 Stepsize:0.00737869762948383  Objective Value:102.23991542781377  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412454820736708e-06 Stepsize:0.005902958103587064  Objective Value:102.2399154262765  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412449045045063e-06 Stepsize:0.004722366482869652  Objective Value:102.23991542504668  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.041244442449443e-06 Stepsize:0.0037778931862957215  Objective Value:102.23991542406283  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412440728044523e-06 Stepsize:0.0030223145490365774  Objective Value:102.23991542327585  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.041243777088975e-06 Stepsize:0.002417851639229262  Objective Value:102.23991542264613  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.041243540516594e-06 Stepsize:0.0019342813113834097  Objective Value:102.2399154221424  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.0412433512585326e-06 Stepsize:0.0015474250491067279  Objective Value:102.2399154217395  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.7523222565121046e-10 Stepsize:0.0018569100589280734  Objective Value:102.23991542173616  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.7530298208952507e-10 Stepsize:0.0014855280471424588  Objective Value:102.23991542173687  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.753595870849166e-10 Stepsize:0.0011884224377139672  Objective Value:102.2399154217373  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.7540487100872382e-10 Stepsize:0.0009507379501711738  Objective Value:102.23991542173778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.7544109832560416e-10 Stepsize:0.0007605903601369392  Objective Value:102.23991542173815  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.7547007998246973e-10 Stepsize:0.0006084722881095514  Objective Value:102.23991542173829  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.7549326530033889e-10 Stepsize:0.00048677783048764115  Objective Value:102.2399154217385  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.755118136530171e-10 Stepsize:0.00038942226439011294  Objective Value:102.23991542173867  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.7552665222140313e-10 Stepsize:0.00031153781151209035  Objective Value:102.23991542173886  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.7553852338498253e-10 Stepsize:0.0002492302492096723  Objective Value:102.23991542173901  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.7554802003230176e-10 Stepsize:0.00019938419936773785  Objective Value:102.239915421739  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.7555561736154975e-10 Stepsize:0.0001595073594941903  Objective Value:102.23991542173913  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.755616952367219e-10 Stepsize:0.00012760588759535226  Objective Value:102.23991542173918  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.7556655796012197e-10 Stepsize:0.00010208471007628181  Objective Value:102.23991542173927  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.7557044777893773e-10 Stepsize:8.166776806102545e-05  Objective Value:102.23991542173928  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.7557355955796914e-10 Stepsize:6.533421444882036e-05  Objective Value:102.2399154217393  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.7557604903036452e-10 Stepsize:5.2267371559056295e-05  Objective Value:102.23991542173933  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.7557804080504659e-10 Stepsize:4.1813897247245036e-05  Objective Value:102.2399154217394  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.7557963397639982e-10 Stepsize:3.345111779779603e-05  Objective Value:102.23991542173937  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.755809086775527e-10 Stepsize:2.6760894238236826e-05  Objective Value:102.2399154217394  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558192825894636e-10 Stepsize:2.1408715390589462e-05  Objective Value:102.23991542173937  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558274385235995e-10 Stepsize:1.712697231247157e-05  Objective Value:102.23991542173941  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558339663524141e-10 Stepsize:1.3701577849977256e-05  Objective Value:102.2399154217394  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.75583918872558e-10 Stepsize:1.0961262279981805e-05  Objective Value:102.23991542173945  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558433640834376e-10 Stepsize:8.769009823985445e-06  Objective Value:102.23991542173937  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.755846705797821e-10 Stepsize:7.015207859188356e-06  Objective Value:102.2399154217394  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558493772275048e-10 Stepsize:5.612166287350686e-06  Objective Value:102.23991542173941  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558515179974e-10 Stepsize:4.489733029880549e-06  Objective Value:102.23991542173941  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558532287540786e-10 Stepsize:3.5917864239044394e-06  Objective Value:102.23991542173944  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.7558545981607148e-10 Stepsize:2.873429139123552e-06  Objective Value:102.23991542173944  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23991539406448  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.2399153389143  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23991517694739  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23991477051328  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23991368955197  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23991088171195  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23990354589696  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.239884584355  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23983645606056  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23972033820607  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.2394731868366  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23907893967035  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23871748209126  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23857384961119  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.2385548249103  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23855412840294  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:102.23855411968843  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(672.015998, dtype=float64), 'logtau': Array(5.24098425, dtype=float64), 'logamp': Array(0.16513072, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.65837688, dtype=float64), 'logtau': Array(0.09646844, dtype=float64), 'logamp': Array(0.11019853, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11090.781630314883
And log height: -102.24...
log-evidence is ~-105.06
Seems to have converged at iteration 39 / 64 with tolerance 7.93e-06 
::::::::::::::::::::::: 
Scanning at lag=684.81 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167152902564 Stepsize:1.0  Objective Value:126.893721272591  Decrease Error:24.655167152902564 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516721406196 Stepsize:0.8  Objective Value:126.89372133375039  Decrease Error:24.65516721406196 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516726299107 Stepsize:0.6400000000000001  Objective Value:126.8937213826795  Decrease Error:24.65516726299107 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167302135467 Stepsize:0.5120000000000001  Objective Value:126.8937214218239  Decrease Error:24.655167302135467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167333451743 Stepsize:0.40960000000000013  Objective Value:126.89372145314017  Decrease Error:24.655167333451743 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167358505082 Stepsize:0.32768000000000014  Objective Value:126.89372147819351  Decrease Error:24.655167358505082 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167378548228 Stepsize:0.2621440000000001  Objective Value:126.89372149823666  Decrease Error:24.655167378548228 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516739458259 Stepsize:0.2097152000000001  Objective Value:126.89372151427102  Decrease Error:24.65516739458259 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516740741036 Stepsize:0.1677721600000001  Objective Value:126.89372152709879  Decrease Error:24.65516740741036 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516741767277 Stepsize:0.13421772800000006  Objective Value:126.8937215373612  Decrease Error:24.65516741767277 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516742588268 Stepsize:0.10737418240000006  Objective Value:126.89372154557111  Decrease Error:24.65516742588268 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516743245057 Stepsize:0.08589934592000005  Objective Value:126.893721552139  Decrease Error:24.65516743245057 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516743770496 Stepsize:0.06871947673600004  Objective Value:126.89372155739339  Decrease Error:24.65516743770496 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167441908432 Stepsize:0.054975581388800036  Objective Value:126.89372156159686  Decrease Error:24.655167441908432 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167445271303 Stepsize:0.043980465111040035  Objective Value:126.89372156495973  Decrease Error:24.655167445271303 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167447961574 Stepsize:0.03518437208883203  Objective Value:126.89372156765  Decrease Error:24.655167447961574 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745011388 Stepsize:0.028147497671065627  Objective Value:126.89372156980231  Decrease Error:24.65516745011388 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745183561 Stepsize:0.022517998136852502  Objective Value:126.89372157152404  Decrease Error:24.65516745183561 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167453212997 Stepsize:0.018014398509482003  Objective Value:126.89372157290143  Decrease Error:24.655167453212997 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167454314963 Stepsize:0.014411518807585602  Objective Value:126.8937215740034  Decrease Error:24.655167454314963 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745519639 Stepsize:0.011529215046068483  Objective Value:126.89372157488482  Decrease Error:24.65516745519639 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167455901676 Stepsize:0.009223372036854787  Objective Value:126.8937215755901  Decrease Error:24.655167455901676 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167456465833 Stepsize:0.00737869762948383  Objective Value:126.89372157615426  Decrease Error:24.655167456465833 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167456917155 Stepsize:0.005902958103587064  Objective Value:126.89372157660559  Decrease Error:24.655167456917155 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745727831 Stepsize:0.004722366482869652  Objective Value:126.89372157696674  Decrease Error:24.65516745727831 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745756713 Stepsize:0.0037778931862957215  Objective Value:126.89372157725556  Decrease Error:24.65516745756713 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167457798328 Stepsize:0.0030223145490365774  Objective Value:126.89372157748676  Decrease Error:24.655167457798328 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167457983055 Stepsize:0.002417851639229262  Objective Value:126.89372157767149  Decrease Error:24.655167457983055 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 24.65516745813119 Stepsize:0.0019342813113834097  Objective Value:126.89372157781962  Decrease Error:24.65516745813119 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 24.655167458249267 Stepsize:0.0015474250491067279  Objective Value:126.8937215779377  Decrease Error:24.655167458249267 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:126.89372157793096  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.9009734830310216e-11 Stepsize:0.002228292070713688  Objective Value:126.89372157793186  Decrease Error:8.952838470577262e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.899476181598414e-11 Stepsize:0.0017826336565709507  Objective Value:126.89372157793173  Decrease Error:7.673861546209082e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.898278334794165e-11 Stepsize:0.0014261069252567607  Objective Value:126.89372157793154  Decrease Error:5.826450433232822e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.897320087606782e-11 Stepsize:0.0011408855402054085  Objective Value:126.8937215779313  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.8965534476576946e-11 Stepsize:0.0009127084321643268  Objective Value:126.89372157793142  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.895940159974389e-11 Stepsize:0.0007301667457314615  Objective Value:126.89372157793129  Decrease Error:3.268496584496461e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.8954495393483945e-11 Stepsize:0.0005841333965851692  Objective Value:126.89372157793115  Decrease Error:1.8474111129762605e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.895057030887494e-11 Stepsize:0.0004673067172681354  Objective Value:126.89372157793117  Decrease Error:2.1316282072803006e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.8947430236613755e-11 Stepsize:0.00037384537381450836  Objective Value:126.89372157793115  Decrease Error:1.8474111129762605e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.8944918280787576e-11 Stepsize:0.00029907629905160673  Objective Value:126.89372157793096  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.894290849776154e-11 Stepsize:0.0002392610392412854  Objective Value:126.89372157793106  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.8941300908001714e-11 Stepsize:0.00019140883139302832  Objective Value:126.89372157793112  Decrease Error:1.5631940186722204e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.89400147011768e-11 Stepsize:0.00015312706511442267  Objective Value:126.89372157793103  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.893898568658896e-11 Stepsize:0.00012250165209153814  Objective Value:126.89372157793113  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.893816255945258e-11 Stepsize:9.800132167323052e-05  Objective Value:126.89372157793102  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.893750403453477e-11 Stepsize:7.840105733858443e-05  Objective Value:126.89372157793102  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.8936977372318055e-11 Stepsize:6.272084587086754e-05  Objective Value:126.89372157793098  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.893655572439911e-11 Stepsize:5.0176676696694036e-05  Objective Value:126.893721577931  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.8936218606133135e-11 Stepsize:4.014134135735523e-05  Objective Value:126.89372157793093  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.8935948777011524e-11 Stepsize:3.211307308588419e-05  Objective Value:126.89372157793093  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.893573314444601e-11 Stepsize:2.5690458468707354e-05  Objective Value:126.89372157793105  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.893556041071114e-11 Stepsize:2.0552366774965883e-05  Objective Value:126.89372157793093  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.893542226387261e-11 Stepsize:1.6441893419972708e-05  Objective Value:126.89372157793099  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.893531203778112e-11 Stepsize:1.3153514735978166e-05  Objective Value:126.89372157793079  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.8935223369525166e-11 Stepsize:1.0522811788782534e-05  Objective Value:126.89372157793093  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.8935152672767256e-11 Stepsize:8.418249431026028e-06  Objective Value:126.89372157793095  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.893509645942571e-11 Stepsize:6.734599544820823e-06  Objective Value:126.893721577931  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.893505098392084e-11 Stepsize:5.387679635856659e-06  Objective Value:126.89372157793085  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.893501468940608e-11 Stepsize:4.310143708685327e-06  Objective Value:126.89372157793098  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.893498599192983e-11 Stepsize:3.448114966948262e-06  Objective Value:126.893721577931  Decrease Error:4.263256414560601e-14 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372157078118  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372155786532  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372151842689  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372142077357  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372115952943  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89372048126779  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89371870033929  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89371404511574  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89370185995242  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89367000281817  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89358678966693  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89336999055104  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89280835119602  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.89137314066093  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.8878262513842  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.87974161689024  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.86433581752857  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.8431522313792  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.82603749819528  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.821267129891  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.82093578081405  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.8209218217503  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:126.82092181384711  Decrease Error:0.0 
Change of 0.07 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(684.8143982, dtype=float64), 'logtau': Array(5.18058673, dtype=float64), 'logamp': Array(0.17098345, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.78260309, dtype=float64), 'logtau': Array(0.07226613, dtype=float64), 'logamp': Array(0.11411264, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
9515.962634293615
And log height: -126.82...
log-evidence is ~-129.56
Seems to have converged at iteration 40 / 64 with tolerance 1.68e-06 
::::::::::::::::::::::: 
Scanning at lag=697.61 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230762353215 Stepsize:1.0  Objective Value:147.77322943737926  Decrease Error:20.95230762353215 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230760271984 Stepsize:0.8  Objective Value:147.77322941656695  Decrease Error:20.95230760271984 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230758606992 Stepsize:0.6400000000000001  Objective Value:147.77322939991703  Decrease Error:20.95230758606992 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 20.9523075727502 Stepsize:0.5120000000000001  Objective Value:147.7732293865973  Decrease Error:20.9523075727502 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307562094305 Stepsize:0.40960000000000013  Objective Value:147.7732293759414  Decrease Error:20.952307562094305 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230755356978 Stepsize:0.32768000000000014  Objective Value:147.7732293674169  Decrease Error:20.95230755356978 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230754675002 Stepsize:0.2621440000000001  Objective Value:147.77322936059713  Decrease Error:20.95230754675002 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307541294132 Stepsize:0.2097152000000001  Objective Value:147.77322935514124  Decrease Error:20.952307541294132 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307536929467 Stepsize:0.1677721600000001  Objective Value:147.77322935077657  Decrease Error:20.952307536929467 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230753343786 Stepsize:0.13421772800000006  Objective Value:147.77322934728497  Decrease Error:20.95230753343786 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307530644745 Stepsize:0.10737418240000006  Objective Value:147.77322934449185  Decrease Error:20.952307530644745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307528409804 Stepsize:0.08589934592000005  Objective Value:147.7732293422569  Decrease Error:20.952307528409804 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307526622164 Stepsize:0.06871947673600004  Objective Value:147.77322934046927  Decrease Error:20.952307526622164 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230752519184 Stepsize:0.054975581388800036  Objective Value:147.77322933903895  Decrease Error:20.95230752519184 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307524047782 Stepsize:0.043980465111040035  Objective Value:147.7732293378949  Decrease Error:20.952307524047782 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307523132575 Stepsize:0.03518437208883203  Objective Value:147.77322933697968  Decrease Error:20.952307523132575 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307522400318 Stepsize:0.028147497671065627  Objective Value:147.77322933624743  Decrease Error:20.952307522400318 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230752181449 Stepsize:0.022517998136852502  Objective Value:147.7732293356616  Decrease Error:20.95230752181449 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230752134576 Stepsize:0.018014398509482003  Objective Value:147.77322933519287  Decrease Error:20.95230752134576 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307520970848 Stepsize:0.014411518807585602  Objective Value:147.77322933481796  Decrease Error:20.952307520970848 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230752067083 Stepsize:0.011529215046068483  Objective Value:147.77322933451794  Decrease Error:20.95230752067083 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307520430978 Stepsize:0.009223372036854787  Objective Value:147.77322933427808  Decrease Error:20.952307520430978 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307520239188 Stepsize:0.00737869762948383  Objective Value:147.7732293340863  Decrease Error:20.952307520239188 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307520085512 Stepsize:0.005902958103587064  Objective Value:147.77322933393262  Decrease Error:20.952307520085512 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230751996273 Stepsize:0.004722366482869652  Objective Value:147.77322933380984  Decrease Error:20.95230751996273 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307519864277 Stepsize:0.0037778931862957215  Objective Value:147.77322933371138  Decrease Error:20.952307519864277 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307519785748 Stepsize:0.0030223145490365774  Objective Value:147.77322933363286  Decrease Error:20.952307519785748 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307519722737 Stepsize:0.002417851639229262  Objective Value:147.77322933356984  Decrease Error:20.952307519722737 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 20.952307519672516 Stepsize:0.0019342813113834097  Objective Value:147.77322933351962  Decrease Error:20.952307519672516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 20.95230751963244 Stepsize:0.0015474250491067279  Objective Value:147.77322933347955  Decrease Error:20.95230751963244 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:147.77322933347853  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.4663471505709187e-11 Stepsize:0.002228292070713688  Objective Value:147.77322933347813  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.4664822855896472e-11 Stepsize:0.0017826336565709507  Objective Value:147.77322933347813  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.466590402060881e-11 Stepsize:0.0014261069252567607  Objective Value:147.77322933347833  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.4666768829389494e-11 Stepsize:0.0011408855402054085  Objective Value:147.77322933347835  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.4667460715546965e-11 Stepsize:0.0009127084321643268  Objective Value:147.77322933347838  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.4668014238448985e-11 Stepsize:0.0007301667457314615  Objective Value:147.7732293334784  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.466845703339249e-11 Stepsize:0.0005841333965851692  Objective Value:147.7732293334785  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.4668811286711472e-11 Stepsize:0.0004673067172681354  Objective Value:147.77322933347853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669094744169688e-11 Stepsize:0.00037384537381450836  Objective Value:147.7732293334786  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669321492772086e-11 Stepsize:0.00029907629905160673  Objective Value:147.77322933347844  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669502785774886e-11 Stepsize:0.0002392610392412854  Objective Value:147.77322933347853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669647948163804e-11 Stepsize:0.00019140883139302832  Objective Value:147.77322933347855  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669764011159335e-11 Stepsize:0.00015312706511442267  Objective Value:147.77322933347858  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.466985684893497e-11 Stepsize:0.00012250165209153814  Objective Value:147.7732293334786  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.466993111000752e-11 Stepsize:9.800132167323052e-05  Objective Value:147.77322933347855  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.4669990614495582e-11 Stepsize:7.840105733858443e-05  Objective Value:147.77322933347867  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670038140243703e-11 Stepsize:6.272084587086754e-05  Objective Value:147.77322933347853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670076142376882e-11 Stepsize:5.0176676696694036e-05  Objective Value:147.7732293334787  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670106579235292e-11 Stepsize:4.014134135735523e-05  Objective Value:147.77322933347867  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670130906021537e-11 Stepsize:3.211307308588419e-05  Objective Value:147.7732293334787  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670150423778224e-11 Stepsize:2.5690458468707354e-05  Objective Value:147.7732293334785  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670166037560058e-11 Stepsize:2.0552366774965883e-05  Objective Value:147.77322933347853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.467017843896944e-11 Stepsize:1.6441893419972708e-05  Objective Value:147.77322933347858  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.467018852967294e-11 Stepsize:1.3153514735978166e-05  Objective Value:147.77322933347844  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670196422749458e-11 Stepsize:1.0522811788782534e-05  Objective Value:147.77322933347853  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.467020282631854e-11 Stepsize:8.418249431026028e-06  Objective Value:147.7732293334785  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.467020792206875e-11 Stepsize:6.734599544820823e-06  Objective Value:147.77322933347858  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.467021191159393e-11 Stepsize:5.387679635856659e-06  Objective Value:147.7732293334787  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670215290831875e-11 Stepsize:4.310143708685327e-06  Objective Value:147.77322933347855  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.4670217844212694e-11 Stepsize:3.448114966948262e-06  Objective Value:147.7732293334787  Decrease Error:1.7053025658242404e-13 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77322930302665  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77322925275013  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.7732290918604  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77322869973403  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77322764415874  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77322491035108  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77321772684496  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77319896118084  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77314985552573  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77302155842168  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.7726867187054  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.77181524624223  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.76955922520048  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.7637870242025  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.74940803371723  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.71575622865248  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.6470456694695  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.5357810092715  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.3976320643281  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.30352651681136  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.29437112420246  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.29356566892196  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:147.29356100814786  Decrease Error:0.0 
Change of 0.48 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(697.6127984, dtype=float64), 'logtau': Array(4.98916202, dtype=float64), 'logamp': Array(0.17619569, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(1.9189025, dtype=float64), 'logtau': Array(-0.0043352, dtype=float64), 'logamp': Array(0.11759914, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8847.571011257787
And log height: -147.29...
log-evidence is ~-150.00
Seems to have converged at iteration 41 / 64 with tolerance 3.84e-05 
::::::::::::::::::::::: 
Scanning at lag=710.41 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.036573707760965 Stepsize:1.0  Objective Value:152.3301347159087  Decrease Error:5.036573707760965 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.036574160094318 Stepsize:0.8  Objective Value:152.3301351682421  Decrease Error:5.036574160094318 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.0365745219971245 Stepsize:0.6400000000000001  Objective Value:152.3301355301449  Decrease Error:5.0365745219971245 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.036574811542209 Stepsize:0.5120000000000001  Objective Value:152.33013581969  Decrease Error:5.036574811542209 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575043193039 Stepsize:0.40960000000000013  Objective Value:152.33013605134084  Decrease Error:5.036575043193039 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575228523134 Stepsize:0.32768000000000014  Objective Value:152.33013623667097  Decrease Error:5.036575228523134 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575376793394 Stepsize:0.2621440000000001  Objective Value:152.33013638494123  Decrease Error:5.036575376793394 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575495413246 Stepsize:0.2097152000000001  Objective Value:152.33013650356108  Decrease Error:5.036575495413246 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575590311742 Stepsize:0.1677721600000001  Objective Value:152.33013659845957  Decrease Error:5.036575590311742 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575666232096 Stepsize:0.13421772800000006  Objective Value:152.33013667437993  Decrease Error:5.036575666232096 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.03657572696963 Stepsize:0.10737418240000006  Objective Value:152.3301367351175  Decrease Error:5.03657572696963 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575775560038 Stepsize:0.08589934592000005  Objective Value:152.3301367837079  Decrease Error:5.036575775560038 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575814432894 Stepsize:0.06871947673600004  Objective Value:152.33013682258076  Decrease Error:5.036575814432894 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575845531274 Stepsize:0.054975581388800036  Objective Value:152.33013685367914  Decrease Error:5.036575845531274 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575870410417 Stepsize:0.043980465111040035  Objective Value:152.33013687855828  Decrease Error:5.036575870410417 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575890313543 Stepsize:0.03518437208883203  Objective Value:152.3301368984614  Decrease Error:5.036575890313543 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575906236294 Stepsize:0.028147497671065627  Objective Value:152.33013691438416  Decrease Error:5.036575906236294 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575918974421 Stepsize:0.022517998136852502  Objective Value:152.33013692712228  Decrease Error:5.036575918974421 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575929165025 Stepsize:0.018014398509482003  Objective Value:152.3301369373129  Decrease Error:5.036575929165025 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575937317622 Stepsize:0.014411518807585602  Objective Value:152.33013694546548  Decrease Error:5.036575937317622 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575943839637 Stepsize:0.011529215046068483  Objective Value:152.3301369519875  Decrease Error:5.036575943839637 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575949057152 Stepsize:0.009223372036854787  Objective Value:152.330136957205  Decrease Error:5.036575949057152 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575953231278 Stepsize:0.00737869762948383  Objective Value:152.33013696137914  Decrease Error:5.036575953231278 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575956570516 Stepsize:0.005902958103587064  Objective Value:152.33013696471838  Decrease Error:5.036575956570516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575959242043 Stepsize:0.004722366482869652  Objective Value:152.3301369673899  Decrease Error:5.036575959242043 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575961379157 Stepsize:0.0037778931862957215  Objective Value:152.33013696952702  Decrease Error:5.036575961379157 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575963088836 Stepsize:0.0030223145490365774  Objective Value:152.3301369712367  Decrease Error:5.036575963088836 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575964456716 Stepsize:0.002417851639229262  Objective Value:152.33013697260458  Decrease Error:5.036575964456716 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575965550782 Stepsize:0.0019342813113834097  Objective Value:152.33013697369864  Decrease Error:5.036575965550782 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.036575966426284 Stepsize:0.0015474250491067279  Objective Value:152.33013697457415  Decrease Error:5.036575966426284 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.1526892685707257e-09 Stepsize:0.0018569100589280734  Objective Value:152.330136974515  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.5771915175643511e-09 Stepsize:0.0014855280471424588  Objective Value:152.33013697452662  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.9167932489576045e-09 Stepsize:0.0011884224377139672  Objective Value:152.3301369745361  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.1884745038161582e-09 Stepsize:0.0009507379501711738  Objective Value:152.33013697454345  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.4058195720829262e-09 Stepsize:0.0007605903601369392  Objective Value:152.33013697454956  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.5796954949657766e-09 Stepsize:0.0006084722881095514  Objective Value:152.3301369745543  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.7187962556066217e-09 Stepsize:0.00048677783048764115  Objective Value:152.3301369745583  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.8300768684777905e-09 Stepsize:0.00038942226439011294  Objective Value:152.33013697456144  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.919101321976904e-09 Stepsize:0.00031153781151209035  Objective Value:152.33013697456383  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.9903208649352947e-09 Stepsize:0.0002492302492096723  Objective Value:152.3301369745659  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.0472965213329956e-09 Stepsize:0.00019938419936773785  Objective Value:152.33013697456738  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.092877101767151e-09 Stepsize:0.0001595073594941903  Objective Value:152.33013697456883  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.1293414748463366e-09 Stepsize:0.00012760588759535226  Objective Value:152.33013697456988  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.1585129985499117e-09 Stepsize:0.00010208471007628181  Objective Value:152.33013697457073  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.1818502308701424e-09 Stepsize:8.166776806102545e-05  Objective Value:152.33013697457133  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.200520036588911e-09 Stepsize:6.533421444882036e-05  Objective Value:152.33013697457199  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.2154558292089575e-09 Stepsize:5.2267371559056295e-05  Objective Value:152.33013697457224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.2274045139806043e-09 Stepsize:4.1813897247245036e-05  Objective Value:152.33013697457272  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.2369634071541323e-09 Stepsize:3.345111779779603e-05  Objective Value:152.33013697457287  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.244610590713265e-09 Stepsize:2.6760894238236826e-05  Objective Value:152.33013697457335  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.25072830403704e-09 Stepsize:2.1408715390589462e-05  Objective Value:152.33013697457346  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.2556224780787707e-09 Stepsize:1.712697231247157e-05  Objective Value:152.33013697457352  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.2595378187866703e-09 Stepsize:1.3701577849977256e-05  Objective Value:152.3301369745736  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.262670073008289e-09 Stepsize:1.0961262279981805e-05  Objective Value:152.33013697457378  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.265175878141992e-09 Stepsize:8.769009823985445e-06  Objective Value:152.3301369745737  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.267180545299092e-09 Stepsize:7.015207859188356e-06  Objective Value:152.33013697457392  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.2687842317752417e-09 Stepsize:5.612166287350686e-06  Objective Value:152.33013697457383  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.270067247677963e-09 Stepsize:4.489733029880549e-06  Objective Value:152.33013697457386  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.271093585980503e-09 Stepsize:3.5917864239044394e-06  Objective Value:152.33013697457406  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.271914742925028e-09 Stepsize:2.873429139123552e-06  Objective Value:152.330136974574  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.6905411232291954e-09 Stepsize:1.0  Objective Value:152.33013697726477  Decrease Error:2.6905411232291954e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.07742800739652e-09 Stepsize:0.8  Objective Value:152.3301369766516  Decrease Error:2.07742800739652e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.6140120351337828e-09 Stepsize:0.6400000000000001  Objective Value:152.33013697618816  Decrease Error:1.6140120351337828e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.2606165000761393e-09 Stepsize:0.5120000000000001  Objective Value:152.33013697583473  Decrease Error:1.2606165000761393e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.887912710837554e-10 Stepsize:0.40960000000000013  Objective Value:152.33013697556288  Decrease Error:9.887912710837554e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.783285127516137e-10 Stepsize:0.32768000000000014  Objective Value:152.33013697535242  Decrease Error:7.783285127516137e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.146194664324867e-10 Stepsize:0.2621440000000001  Objective Value:152.33013697518868  Decrease Error:6.146194664324867e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.864944003202254e-10 Stepsize:0.2097152000000001  Objective Value:152.33013697506055  Decrease Error:4.864944003202254e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.85938392355456e-10 Stepsize:0.1677721600000001  Objective Value:152.33013697495997  Decrease Error:3.85938392355456e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.480478120275895e-10 Stepsize:0.13421772800000006  Objective Value:152.3301369748807  Decrease Error:3.0667024475405924e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.2287912964955964e-10 Stepsize:0.10737418240000006  Objective Value:152.3301369748179  Decrease Error:2.438582669128664e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.0274419552767e-10 Stepsize:0.08589934592000005  Objective Value:152.33013697476835  Decrease Error:1.943192273756722e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.866362570277813e-10 Stepsize:0.06871947673600004  Objective Value:152.33013697472882  Decrease Error:1.5478462955798022e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.737499113439493e-10 Stepsize:0.054975581388800036  Objective Value:152.33013697469764  Decrease Error:1.2363443602225743e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.634408397476219e-10 Stepsize:0.043980465111040035  Objective Value:152.33013697467268  Decrease Error:9.868017514236271e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.5519358427914474e-10 Stepsize:0.03518437208883203  Objective Value:152.33013697465265  Decrease Error:7.864286999392789e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.4859577852200523e-10 Stepsize:0.028147497671065627  Objective Value:152.3301369746371  Decrease Error:6.30961949354969e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.433175378512699e-10 Stepsize:0.022517998136852502  Objective Value:152.33013697462428  Decrease Error:5.027800398238469e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.3909494563519887e-10 Stepsize:0.018014398509482003  Objective Value:152.33013697461413  Decrease Error:4.013145371573046e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.357168712816163e-10 Stepsize:0.014411518807585602  Objective Value:152.33013697460598  Decrease Error:3.197442310920451e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.3301441301915527e-10 Stepsize:0.011529215046068483  Objective Value:152.33013697459958  Decrease Error:2.5579538487363607e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.3085244452877332e-10 Stepsize:0.009223372036854787  Objective Value:152.3301369745945  Decrease Error:2.049205249932129e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.29122870477791e-10 Stepsize:0.00737869762948383  Objective Value:152.33013697459046  Decrease Error:1.645616976020392e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.2773921353890187e-10 Stepsize:0.005902958103587064  Objective Value:152.33013697458713  Decrease Error:1.3130829756846651e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.26632286333027e-10 Stepsize:0.004722366482869652  Objective Value:152.33013697458455  Decrease Error:1.0544454198679887e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.2574674513007937e-10 Stepsize:0.0037778931862957215  Objective Value:152.33013697458233  Decrease Error:8.327560863108374e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.2503831124885992e-10 Stepsize:0.0030223145490365774  Objective Value:152.3301369745808  Decrease Error:6.792788553866558e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.244715641398186e-10 Stepsize:0.002417851639229262  Objective Value:152.33013697457935  Decrease Error:5.343281372915953e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.2401816737280213e-10 Stepsize:0.0019342813113834097  Objective Value:152.3301369745784  Decrease Error:4.405364961712621e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.2365545017535177e-10 Stepsize:0.0015474250491067279  Objective Value:152.33013697457733  Decrease Error:3.325340003357269e-12 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.2662970041786517e-09 Stepsize:0.0018569100589280734  Objective Value:152.3301369745537  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.2682552607155074e-09 Stepsize:0.0014855280471424588  Objective Value:152.3301369745585  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.2698218648075101e-09 Stepsize:0.0011884224377139672  Objective Value:152.33013697456235  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.2710751458083535e-09 Stepsize:0.0009507379501711738  Objective Value:152.33013697456536  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.2720777722570155e-09 Stepsize:0.0007605903601369392  Objective Value:152.33013697456772  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.2728798741044134e-09 Stepsize:0.0006084722881095514  Objective Value:152.33013697456974  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.2735215551960848e-09 Stepsize:0.00048677783048764115  Objective Value:152.33013697457125  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.2740349020345383e-09 Stepsize:0.00038942226439011294  Objective Value:152.3301369745722  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.274445577563224e-09 Stepsize:0.00031153781151209035  Objective Value:152.33013697457335  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.2747741167406953e-09 Stepsize:0.0002492302492096723  Objective Value:152.33013697457432  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.2750369488077325e-09 Stepsize:0.00019938419936773785  Objective Value:152.3301369745748  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.2752472154263022e-09 Stepsize:0.0001595073594941903  Objective Value:152.33013697457548  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.2754154241349828e-09 Stepsize:0.00012760588759535226  Objective Value:152.33013697457588  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.2755499974160497e-09 Stepsize:0.00010208471007628181  Objective Value:152.3301369745762  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.275657650939732e-09 Stepsize:8.166776806102545e-05  Objective Value:152.33013697457656  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.2757437819051019e-09 Stepsize:6.533421444882036e-05  Objective Value:152.33013697457653  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.2758126801274614e-09 Stepsize:5.2267371559056295e-05  Objective Value:152.33013697457682  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.2758677992650684e-09 Stepsize:4.1813897247245036e-05  Objective Value:152.33013697457693  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.2759118913618498e-09 Stepsize:3.345111779779603e-05  Objective Value:152.3301369745769  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.275947172418626e-09 Stepsize:2.6760894238236826e-05  Objective Value:152.3301369745771  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.2759753933202615e-09 Stepsize:2.1408715390589462e-05  Objective Value:152.33013697457704  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.2759979670464615e-09 Stepsize:1.712697231247157e-05  Objective Value:152.33013697457702  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.2760160320840458e-09 Stepsize:1.3701577849977256e-05  Objective Value:152.33013697457721  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.2760304783664865e-09 Stepsize:1.0961262279981805e-05  Objective Value:152.33013697457724  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.276042040610162e-09 Stepsize:8.769009823985445e-06  Objective Value:152.3301369745773  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.276051286686289e-09 Stepsize:7.015207859188356e-06  Objective Value:152.33013697457739  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.2760586854242155e-09 Stepsize:5.612166287350686e-06  Objective Value:152.33013697457736  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.2760646070247735e-09 Stepsize:4.489733029880549e-06  Objective Value:152.33013697457739  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.276069338503383e-09 Stepsize:3.5917864239044394e-06  Objective Value:152.33013697457744  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.2760731265295908e-09 Stepsize:2.873429139123552e-06  Objective Value:152.33013697457721  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.33013694105682  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3301369070231  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.33013676188494  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.33013643705743  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3301355313066  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3301332158395  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.33012710093917  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.33011115859637  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3300694234449  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.32996052062276  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.32967707687246  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3289452170576  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.3270906620659  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.32260438649828  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.31287898254976  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.29610965942643  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.27673588267376  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.26596018283507  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.26439094839665  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.26430029435386  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:152.26429869578473  Decrease Error:0.0 
Change of 0.07 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(710.4111986, dtype=float64), 'logtau': Array(4.91223963, dtype=float64), 'logamp': Array(0.17629459, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(2.07061363, dtype=float64), 'logtau': Array(-0.03510775, dtype=float64), 'logamp': Array(0.11766529, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
8767.90060969238
And log height: -152.26...
log-evidence is ~-154.97
Seems to have converged at iteration 42 / 64 with tolerance 2.75e-05 
::::::::::::::::::::::: 
Scanning at lag=723.21 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.249650572607566e-07 Stepsize:1.0  Objective Value:130.36195168496448  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.24758595629951e-07 Stepsize:0.8  Objective Value:130.36195155980516  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.245934256406136e-07 Stepsize:0.6400000000000001  Objective Value:130.3619514597075  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.244612892099482e-07 Stepsize:0.5120000000000001  Objective Value:130.36195137964833  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 6.243555797843994e-07 Stepsize:0.40960000000000013  Objective Value:130.36195131561317  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.242710120634615e-07 Stepsize:0.32768000000000014  Objective Value:130.36195126439281  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.242033577726821e-07 Stepsize:0.2621440000000001  Objective Value:130.36195122342167  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 6.241492342661569e-07 Stepsize:0.2097152000000001  Objective Value:130.36195119064774  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 6.241059354144602e-07 Stepsize:0.1677721600000001  Objective Value:130.36195116443082  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.240712963021583e-07 Stepsize:0.13421772800000006  Objective Value:130.36195114345847  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.240435849932782e-07 Stepsize:0.10737418240000006  Objective Value:130.36195112668142  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.240214159334382e-07 Stepsize:0.08589934592000005  Objective Value:130.36195111326043  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 6.240036806779732e-07 Stepsize:0.06871947673600004  Objective Value:130.3619511025239  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 6.239894924699222e-07 Stepsize:0.054975581388800036  Objective Value:130.36195109393498  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 6.23978141898522e-07 Stepsize:0.043980465111040035  Objective Value:130.3619510870639  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 6.239690614391428e-07 Stepsize:0.03518437208883203  Objective Value:130.36195108156716  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 6.239617970718474e-07 Stepsize:0.028147497671065627  Objective Value:130.36195107716978  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 6.239559855748403e-07 Stepsize:0.022517998136852502  Objective Value:130.36195107365194  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 6.239513363793493e-07 Stepsize:0.018014398509482003  Objective Value:130.3619510708377  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 6.239476170201412e-07 Stepsize:0.014411518807585602  Objective Value:130.36195106858628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 6.239446415337678e-07 Stepsize:0.011529215046068483  Objective Value:130.36195106678517  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 6.239422611453619e-07 Stepsize:0.009223372036854787  Objective Value:130.3619510653444  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 6.239403568326207e-07 Stepsize:0.00737869762948383  Objective Value:130.3619510641916  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 6.239388333838251e-07 Stepsize:0.005902958103587064  Objective Value:130.3619510632695  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 6.239376146249331e-07 Stepsize:0.004722366482869652  Objective Value:130.36195106253183  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 6.23936639617037e-07 Stepsize:0.0037778931862957215  Objective Value:130.3619510619416  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 6.239358596103011e-07 Stepsize:0.0030223145490365774  Objective Value:130.36195106146943  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 6.239352356052436e-07 Stepsize:0.002417851639229262  Objective Value:130.3619510610917  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 6.239347364018307e-07 Stepsize:0.0019342813113834097  Objective Value:130.36195106078958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 6.239343370397493e-07 Stepsize:0.0015474250491067279  Objective Value:130.3619510605479  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.482245850105833e-10 Stepsize:0.0018569100589280734  Objective Value:130.36195106054103  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.52251776641456e-10 Stepsize:0.0014855280471424588  Objective Value:130.36195106054237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.554735292638308e-10 Stepsize:0.0011884224377139672  Objective Value:130.3619510605435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.5805093101571764e-10 Stepsize:0.0009507379501711738  Objective Value:130.3619510605444  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.6011285125789313e-10 Stepsize:0.0007605903601369392  Objective Value:130.3619510605451  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.617623910782898e-10 Stepsize:0.0006084722881095514  Objective Value:130.36195106054555  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.630820204168017e-10 Stepsize:0.00048677783048764115  Objective Value:130.36195106054606  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.641377256713779e-10 Stepsize:0.00038942226439011294  Objective Value:130.3619510605464  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.6498229104987354e-10 Stepsize:0.00031153781151209035  Objective Value:130.36195106054663  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.656579372373463e-10 Stepsize:0.0002492302492096723  Objective Value:130.36195106054703  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.6619845801421935e-10 Stepsize:0.00019938419936773785  Objective Value:130.36195106054714  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.666308768409681e-10 Stepsize:0.0001595073594941903  Objective Value:130.3619510605472  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.669768074399434e-10 Stepsize:0.00012760588759535226  Objective Value:130.36195106054743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.6725355555441963e-10 Stepsize:0.00010208471007628181  Objective Value:130.36195106054743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.674749521067187e-10 Stepsize:8.166776806102545e-05  Objective Value:130.3619510605475  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.67652071000611e-10 Stepsize:6.533421444882036e-05  Objective Value:130.36195106054763  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.677937639883169e-10 Stepsize:5.2267371559056295e-05  Objective Value:130.36195106054765  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.6790711997073416e-10 Stepsize:4.1813897247245036e-05  Objective Value:130.3619510605477  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.679978058557779e-10 Stepsize:3.345111779779603e-05  Objective Value:130.36195106054774  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.6807034984727936e-10 Stepsize:2.6760894238236826e-05  Objective Value:130.3619510605478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.681283923721436e-10 Stepsize:2.1408715390589462e-05  Objective Value:130.36195106054768  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.6817482198720955e-10 Stepsize:1.712697231247157e-05  Objective Value:130.36195106054765  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.682119653471407e-10 Stepsize:1.3701577849977256e-05  Objective Value:130.3619510605478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.682416807799664e-10 Stepsize:1.0961262279981805e-05  Objective Value:130.3619510605478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.682654522492937e-10 Stepsize:8.769009823985445e-06  Objective Value:130.3619510605478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.682844697923679e-10 Stepsize:7.015207859188356e-06  Objective Value:130.36195106054777  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.682996853454726e-10 Stepsize:5.612166287350686e-06  Objective Value:130.36195106054777  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.6831185520060953e-10 Stepsize:4.489733029880549e-06  Objective Value:130.3619510605478  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.6832159232629997e-10 Stepsize:3.5917864239044394e-06  Objective Value:130.36195106054788  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.6832938177299654e-10 Stepsize:2.873429139123552e-06  Objective Value:130.36195106054782  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195105861052  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195105523544  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195104467086  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195101873082  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.3619509491038  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195076858237  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36195029455237  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.3619490572887  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36194583025852  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36193747730943  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36191623154667  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36186459755436  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36175243766985  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36156450045297  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.3613781841363  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36129904433716  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36128734145368  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36128683427515  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:130.36128682914682  Decrease Error:0.0 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(723.2095988, dtype=float64), 'logtau': Array(4.90440142, dtype=float64), 'logamp': Array(0.17046565, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(2.24261943, dtype=float64), 'logtau': Array(-0.03824409, dtype=float64), 'logamp': Array(0.11376631, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10332.500065186281
And log height: -130.36...
log-evidence is ~-133.14
Seems to have converged at iteration 43 / 64 with tolerance 3.87e-06 
::::::::::::::::::::::: 
Scanning at lag=736.01 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.880096379590583 Stepsize:1.0  Objective Value:132.2413832087374  Decrease Error:1.880096379590583 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.880096176675579 Stepsize:0.8  Objective Value:132.2413830058224  Decrease Error:1.880096176675579 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800960143443604 Stepsize:0.6400000000000001  Objective Value:132.24138284349118  Decrease Error:1.8800960143443604 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800958844798288 Stepsize:0.5120000000000001  Objective Value:132.24138271362665  Decrease Error:1.8800958844798288 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800957805885332 Stepsize:0.40960000000000013  Objective Value:132.24138260973535  Decrease Error:1.8800957805885332 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800956974754968 Stepsize:0.32768000000000014  Objective Value:132.24138252662232  Decrease Error:1.8800956974754968 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800956309853802 Stepsize:0.2621440000000001  Objective Value:132.2413824601322  Decrease Error:1.8800956309853802 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800955777933552 Stepsize:0.2097152000000001  Objective Value:132.24138240694018  Decrease Error:1.8800955777933552 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800955352398034 Stepsize:0.1677721600000001  Objective Value:132.24138236438662  Decrease Error:1.8800955352398034 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800955011969904 Stepsize:0.13421772800000006  Objective Value:132.2413823303438  Decrease Error:1.8800955011969904 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800954739626263 Stepsize:0.10737418240000006  Objective Value:132.24138230310945  Decrease Error:1.8800954739626263 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800954521752828 Stepsize:0.08589934592000005  Objective Value:132.2413822813221  Decrease Error:1.8800954521752828 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.880095434745357 Stepsize:0.06871947673600004  Objective Value:132.24138226389218  Decrease Error:1.880095434745357 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800954208014105 Stepsize:0.054975581388800036  Objective Value:132.24138224994823  Decrease Error:1.8800954208014105 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800954096463158 Stepsize:0.043980465111040035  Objective Value:132.24138223879314  Decrease Error:1.8800954096463158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800954007221549 Stepsize:0.03518437208883203  Objective Value:132.24138222986898  Decrease Error:1.8800954007221549 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953935828488 Stepsize:0.028147497671065627  Objective Value:132.24138222272967  Decrease Error:1.8800953935828488 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953878715347 Stepsize:0.022517998136852502  Objective Value:132.24138221701836  Decrease Error:1.8800953878715347 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.880095383302347 Stepsize:0.018014398509482003  Objective Value:132.24138221244917  Decrease Error:1.880095383302347 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953796470026 Stepsize:0.014411518807585602  Objective Value:132.24138220879382  Decrease Error:1.8800953796470026 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.880095376722835 Stepsize:0.011529215046068483  Objective Value:132.24138220586966  Decrease Error:1.880095376722835 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953743834157 Stepsize:0.009223372036854787  Objective Value:132.24138220353024  Decrease Error:1.8800953743834157 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953725118745 Stepsize:0.00737869762948383  Objective Value:132.2413822016587  Decrease Error:1.8800953725118745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953710146189 Stepsize:0.005902958103587064  Objective Value:132.24138220016144  Decrease Error:1.8800953710146189 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953698168712 Stepsize:0.004722366482869652  Objective Value:132.2413821989637  Decrease Error:1.8800953698168712 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.88009536885869 Stepsize:0.0037778931862957215  Objective Value:132.2413821980055  Decrease Error:1.88009536885869 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953680920713 Stepsize:0.0030223145490365774  Objective Value:132.2413821972389  Decrease Error:1.8800953680920713 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953674788445 Stepsize:0.002417851639229262  Objective Value:132.24138219662566  Decrease Error:1.8800953674788445 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.880095366988229 Stepsize:0.0019342813113834097  Objective Value:132.24138219613505  Decrease Error:1.880095366988229 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.8800953665957252 Stepsize:0.0015474250491067279  Objective Value:132.24138219574255  Decrease Error:1.8800953665957252 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718059488739563e-10 Stepsize:0.0018569100589280734  Objective Value:132.24138219573962  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.571813231732323e-10 Stepsize:0.0014855280471424588  Objective Value:132.24138219574027  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.571819057937476e-10 Stepsize:0.0011884224377139672  Objective Value:132.24138219574067  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.571823719022208e-10 Stepsize:0.0009507379501711738  Objective Value:132.24138219574107  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718274478447436e-10 Stepsize:0.0007605903601369392  Objective Value:132.24138219574138  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718304307480298e-10 Stepsize:0.0006084722881095514  Objective Value:132.24138219574164  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718328172398667e-10 Stepsize:0.00048677783048764115  Objective Value:132.24138219574186  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718347265596633e-10 Stepsize:0.00038942226439011294  Objective Value:132.24138219574195  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718362536166672e-10 Stepsize:0.00031153781151209035  Objective Value:132.24138219574212  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718374756465188e-10 Stepsize:0.0002492302492096723  Objective Value:132.24138219574215  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718384532431098e-10 Stepsize:0.00019938419936773785  Objective Value:132.24138219574223  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718392353194164e-10 Stepsize:0.0001595073594941903  Objective Value:132.24138219574232  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.571839860803948e-10 Stepsize:0.00012760588759535226  Objective Value:132.24138219574237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718403612603285e-10 Stepsize:0.00010208471007628181  Objective Value:132.24138219574243  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718407616361267e-10 Stepsize:8.166776806102545e-05  Objective Value:132.2413821957424  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718410819196658e-10 Stepsize:6.533421444882036e-05  Objective Value:132.24138219574246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718413381810137e-10 Stepsize:5.2267371559056295e-05  Objective Value:132.24138219574246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718415430737176e-10 Stepsize:4.1813897247245036e-05  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.571841706990541e-10 Stepsize:3.345111779779603e-05  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.571841838347087e-10 Stepsize:2.6760894238236826e-05  Objective Value:132.24138219574252  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718419433180272e-10 Stepsize:2.1408715390589462e-05  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718420271347166e-10 Stepsize:1.712697231247157e-05  Objective Value:132.2413821957426  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.571842094457557e-10 Stepsize:1.3701577849977256e-05  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718421480158473e-10 Stepsize:1.0961262279981805e-05  Objective Value:132.2413821957426  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.571842191016269e-10 Stepsize:8.769009823985445e-06  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.571842225495076e-10 Stepsize:7.015207859188356e-06  Objective Value:132.24138219574257  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718422529993607e-10 Stepsize:5.612166287350686e-06  Objective Value:132.2413821957426  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718422750996415e-10 Stepsize:4.489733029880549e-06  Objective Value:132.24138219574255  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.571842292697545e-10 Stepsize:3.5917864239044394e-06  Objective Value:132.2413821957425  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.5718423066760371e-10 Stepsize:2.873429139123552e-06  Objective Value:132.24138219574255  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.241380295321  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24137709483853  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24136692231863  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24134209880222  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24127549627445  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24110409837803  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.24066172861976  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.2395594930567  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.23701281137545  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.23216806673778  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.22606168640093  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.22204663564264  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.22102490128913  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.2209742543178  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.22097367189616  Decrease Error:0.0 
Change of 0.02 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(736.007999, dtype=float64), 'logtau': Array(4.82257565, dtype=float64), 'logamp': Array(0.13442907, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(2.4424829, dtype=float64), 'logtau': Array(-0.07099955, dtype=float64), 'logamp': Array(0.08967944, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10842.545552996458
And log height: -132.22...
log-evidence is ~-135.03
Seems to have converged at iteration 44 / 64 with tolerance 4.26e-05 
::::::::::::::::::::::: 
Scanning at lag=748.81 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.635562052152608 Stepsize:1.0  Objective Value:137.8565357240483  Decrease Error:5.635562052152608 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.635569554031292 Stepsize:0.8  Objective Value:137.85654322592708  Decrease Error:5.635569554031292 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.6355755556660085 Stepsize:0.6400000000000001  Objective Value:137.85654922756189  Decrease Error:5.6355755556660085 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.635580357058302 Stepsize:0.5120000000000001  Objective Value:137.85655402895424  Decrease Error:5.635580357058302 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.6355841982262405 Stepsize:0.40960000000000013  Objective Value:137.8565578701222  Decrease Error:5.6355841982262405 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.635587271195192 Stepsize:0.32768000000000014  Objective Value:137.8565609430912  Decrease Error:5.635587271195192 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.6355897295924535 Stepsize:0.2621440000000001  Objective Value:137.8565634014885  Decrease Error:5.6355897295924535 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.635591696324525 Stepsize:0.2097152000000001  Objective Value:137.8565653682206  Decrease Error:5.635591696324525 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.635593269719152 Stepsize:0.1677721600000001  Objective Value:137.85656694161523  Decrease Error:5.635593269719152 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.635594528440635 Stepsize:0.13421772800000006  Objective Value:137.85656820033674  Decrease Error:5.635594528440635 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.635595535421601 Stepsize:0.10737418240000006  Objective Value:137.8565692073177  Decrease Error:5.635595535421601 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.635596341008835 Stepsize:0.08589934592000005  Objective Value:137.85657001290497  Decrease Error:5.635596341008835 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.635596985480049 Stepsize:0.06871947673600004  Objective Value:137.85657065737618  Decrease Error:5.635596985480049 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.635597501058072 Stepsize:0.054975581388800036  Objective Value:137.8565711729542  Decrease Error:5.635597501058072 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.635597913521025 Stepsize:0.043980465111040035  Objective Value:137.85657158541716  Decrease Error:5.635597913521025 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.6355982434918985 Stepsize:0.03518437208883203  Objective Value:137.85657191538803  Decrease Error:5.6355982434918985 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.635598507468615 Stepsize:0.028147497671065627  Objective Value:137.85657217936478  Decrease Error:5.635598507468615 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.635598718650385 Stepsize:0.022517998136852502  Objective Value:137.85657239054655  Decrease Error:5.635598718650385 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.635598887595819 Stepsize:0.018014398509482003  Objective Value:137.85657255949198  Decrease Error:5.635598887595819 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599022752331 Stepsize:0.014411518807585602  Objective Value:137.8565726946485  Decrease Error:5.635599022752331 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599130877381 Stepsize:0.011529215046068483  Objective Value:137.85657280277354  Decrease Error:5.635599130877381 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599217377603 Stepsize:0.009223372036854787  Objective Value:137.85657288927376  Decrease Error:5.635599217377603 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599286577815 Stepsize:0.00737869762948383  Objective Value:137.85657295847398  Decrease Error:5.635599286577815 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599341937876 Stepsize:0.005902958103587064  Objective Value:137.85657301383404  Decrease Error:5.635599341937876 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599386226062 Stepsize:0.004722366482869652  Objective Value:137.85657305812222  Decrease Error:5.635599386226062 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599421656508 Stepsize:0.0037778931862957215  Objective Value:137.85657309355267  Decrease Error:5.635599421656508 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599450000996 Stepsize:0.0030223145490365774  Objective Value:137.85657312189716  Decrease Error:5.635599450000996 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599472676489 Stepsize:0.002417851639229262  Objective Value:137.85657314457265  Decrease Error:5.635599472676489 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599490816816 Stepsize:0.0019342813113834097  Objective Value:137.85657316271298  Decrease Error:5.635599490816816 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.635599505329111 Stepsize:0.0015474250491067279  Objective Value:137.85657317722527  Decrease Error:5.635599505329111 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.4050206869366205e-09 Stepsize:0.0018569100589280734  Objective Value:137.85657317732546  Decrease Error:1.0018652574217413e-10 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.402254104261225e-09 Stepsize:0.0014855280471424588  Objective Value:137.85657317730536  Decrease Error:8.009237717487849e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.400040833434847e-09 Stepsize:0.0011884224377139672  Objective Value:137.85657317728942  Decrease Error:6.414779818442184e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.398270217689896e-09 Stepsize:0.0009507379501711738  Objective Value:137.85657317727666  Decrease Error:5.1386450650170445e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.396853730726365e-09 Stepsize:0.0007605903601369392  Objective Value:137.85657317726637  Decrease Error:4.1097791836364195e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.395720537713198e-09 Stepsize:0.0006084722881095514  Objective Value:137.85657317725813  Decrease Error:3.285549610154703e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.394813981931149e-09 Stepsize:0.00048677783048764115  Objective Value:137.85657317725168  Decrease Error:2.6403768060845323e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.394088738552343e-09 Stepsize:0.00038942226439011294  Objective Value:137.85657317724625  Decrease Error:2.0975221559638157e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.393508543589089e-09 Stepsize:0.00031153781151209035  Objective Value:137.85657317724218  Decrease Error:1.6910917111090384e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.393044387504644e-09 Stepsize:0.0002492302492096723  Objective Value:137.85657317723886  Decrease Error:1.3585577107733116e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.392673062517827e-09 Stepsize:0.00019938419936773785  Objective Value:137.85657317723616  Decrease Error:1.0885514711844735e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.392376002344058e-09 Stepsize:0.0001595073594941903  Objective Value:137.85657317723397  Decrease Error:8.697043085703626e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.392138355609085e-09 Stepsize:0.00012760588759535226  Objective Value:137.85657317723218  Decrease Error:6.906475391588174e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.391948237722374e-09 Stepsize:0.00010208471007628181  Objective Value:137.8565731772309  Decrease Error:5.6274984672199935e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.391796145245306e-09 Stepsize:8.166776806102545e-05  Objective Value:137.85657317722982  Decrease Error:4.547473508864641e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.391674466184165e-09 Stepsize:6.533421444882036e-05  Objective Value:137.85657317722894  Decrease Error:3.666400516522117e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.3915771255915475e-09 Stepsize:5.2267371559056295e-05  Objective Value:137.85657317722806  Decrease Error:2.7853275241795927e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.3914992546949676e-09 Stepsize:4.1813897247245036e-05  Objective Value:137.85657317722763  Decrease Error:2.3590018827235326e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.391436956085771e-09 Stepsize:3.345111779779603e-05  Objective Value:137.8565731772271  Decrease Error:1.8189894035458565e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.391387115637162e-09 Stepsize:2.6760894238236826e-05  Objective Value:137.85657317722678  Decrease Error:1.5063505998114124e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.391347245403312e-09 Stepsize:2.1408715390589462e-05  Objective Value:137.85657317722644  Decrease Error:1.1652900866465643e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.391315349964331e-09 Stepsize:1.712697231247157e-05  Objective Value:137.85657317722632  Decrease Error:1.0516032489249483e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.391289832940941e-09 Stepsize:1.3701577849977256e-05  Objective Value:137.85657317722618  Decrease Error:9.094947017729282e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.391269418959021e-09 Stepsize:1.0961262279981805e-05  Objective Value:137.85657317722593  Decrease Error:6.536993168992922e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.391253086916965e-09 Stepsize:8.769009823985445e-06  Objective Value:137.85657317722587  Decrease Error:5.968558980384842e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.391240022660258e-09 Stepsize:7.015207859188356e-06  Objective Value:137.85657317722573  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.391229573011299e-09 Stepsize:5.612166287350686e-06  Objective Value:137.8565731772256  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.391221209557056e-09 Stepsize:4.489733029880549e-06  Objective Value:137.85657317722567  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.391214520978328e-09 Stepsize:3.5917864239044394e-06  Objective Value:137.85657317722564  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.391209168678779e-09 Stepsize:2.873429139123552e-06  Objective Value:137.85657317722553  Decrease Error:2.5579538487363607e-13 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8565722254017  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8565692690266  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8565619926524  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8565424652196  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8564917705653  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.8563584344245  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.85600934589706  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.85509383891315  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.85269908985865  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.84647739339414  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.83065934311202  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.79283550419163  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.7172157202707  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.62703870447598  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.58672207783687  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.5776749864326  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.57690907291982  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.5769031714604  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:137.57690314885883  Decrease Error:0.0 
Change of 0.28 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(748.8063992, dtype=float64), 'logtau': Array(4.91972084, dtype=float64), 'logamp': Array(0.11249384, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(2.68286593, dtype=float64), 'logtau': Array(-0.03211442, dtype=float64), 'logamp': Array(0.07503107, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11800.052496575569
And log height: -137.58...
log-evidence is ~-140.43
Seems to have converged at iteration 45 / 64 with tolerance 1.25e-05 
::::::::::::::::::::::: 
Scanning at lag=761.60 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.8591304292386105e-06 Stepsize:1.0  Objective Value:128.82021461403156  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.8592196854367546e-06 Stepsize:0.8  Objective Value:128.8202151859467  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.8592910902533547e-06 Stepsize:0.6400000000000001  Objective Value:128.8202156434917  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.8593482140153665e-06 Stepsize:0.5120000000000001  Objective Value:128.8202160095359  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.8593939129666095e-06 Stepsize:0.40960000000000013  Objective Value:128.82021630237645  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.8594304720911176e-06 Stepsize:0.32768000000000014  Objective Value:128.82021653665237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.859459719366565e-06 Stepsize:0.2621440000000001  Objective Value:128.82021672407518  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.8594831171715512e-06 Stepsize:0.2097152000000001  Objective Value:128.82021687401493  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595018354056596e-06 Stepsize:0.1677721600000001  Objective Value:128.82021699396745  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.859516809986837e-06 Stepsize:0.13421772800000006  Objective Value:128.82021708993017  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.859528789648605e-06 Stepsize:0.10737418240000006  Objective Value:128.82021716670064  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595383733744873e-06 Stepsize:0.08589934592000005  Objective Value:128.8202172281172  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595460403539586e-06 Stepsize:0.06871947673600004  Objective Value:128.82021727725066  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595521739360677e-06 Stepsize:0.054975581388800036  Objective Value:128.82021731655752  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.859557080801438e-06 Stepsize:0.043980465111040035  Objective Value:128.82021734800313  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595610062930818e-06 Stepsize:0.03518437208883203  Objective Value:128.82021737315955  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595641466869385e-06 Stepsize:0.028147497671065627  Objective Value:128.82021739328482  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595666590010935e-06 Stepsize:0.022517998136852502  Objective Value:128.82021740938495  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595686688525242e-06 Stepsize:0.018014398509482003  Objective Value:128.82021742226513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.859570276733033e-06 Stepsize:0.014411518807585602  Objective Value:128.82021743256917  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.859571563037936e-06 Stepsize:0.011529215046068483  Objective Value:128.8202174408126  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.859572592081722e-06 Stepsize:0.009223372036854787  Objective Value:128.82021744740717  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595734153165425e-06 Stepsize:0.00737869762948383  Objective Value:128.82021745268293  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595740739049734e-06 Stepsize:0.005902958103587064  Objective Value:128.8202174569035  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.859574600775097e-06 Stepsize:0.004722366482869652  Objective Value:128.82021746027985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595750222716993e-06 Stepsize:0.0037778931862957215  Objective Value:128.8202174629811  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595753594685657e-06 Stepsize:0.0030223145490365774  Objective Value:128.82021746514204  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595756292260232e-06 Stepsize:0.002417851639229262  Objective Value:128.8202174668708  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.859575845032211e-06 Stepsize:0.0019342813113834097  Objective Value:128.82021746825382  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.8595760176771802e-06 Stepsize:0.0015474250491067279  Objective Value:128.82021746936013  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.2123054126776857e-10 Stepsize:0.0018569100589280734  Objective Value:128.820217469368  Decrease Error:7.87281351222191e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.211141935804739e-10 Stepsize:0.0014855280471424588  Objective Value:128.82021746936636  Decrease Error:6.224354365258478e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.2102111504080644e-10 Stepsize:0.0011884224377139672  Objective Value:128.82021746936522  Decrease Error:5.087485988042317e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.209466530012177e-10 Stepsize:0.0009507379501711738  Objective Value:128.82021746936417  Decrease Error:4.035882739117369e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.208870822277463e-10 Stepsize:0.0007605903601369392  Objective Value:128.8202174693634  Decrease Error:3.268496584496461e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.20839426335554e-10 Stepsize:0.0006084722881095514  Objective Value:128.82021746936277  Decrease Error:2.6432189770275727e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.20801301406315e-10 Stepsize:0.00048677783048764115  Objective Value:128.82021746936226  Decrease Error:2.1316282072803006e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.2077080102128085e-10 Stepsize:0.00038942226439011294  Objective Value:128.82021746936186  Decrease Error:1.7337242752546445e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.2074640126484137e-10 Stepsize:0.00031153781151209035  Objective Value:128.82021746936155  Decrease Error:1.4210854715202004e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.2072688151508574e-10 Stepsize:0.0002492302492096723  Objective Value:128.8202174693612  Decrease Error:1.0800249583553523e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.207112653624073e-10 Stepsize:0.00019938419936773785  Objective Value:128.82021746936098  Decrease Error:8.526512829121202e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.2069877288258516e-10 Stepsize:0.0001595073594941903  Objective Value:128.82021746936087  Decrease Error:7.389644451905042e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.206887786476669e-10 Stepsize:0.00012760588759535226  Objective Value:128.82021746936067  Decrease Error:5.400124791776761e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.206807836536026e-10 Stepsize:0.00010208471007628181  Objective Value:128.82021746936059  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.206743874494728e-10 Stepsize:8.166776806102545e-05  Objective Value:128.82021746936053  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.206692699406798e-10 Stepsize:6.533421444882036e-05  Objective Value:128.82021746936041  Decrease Error:2.8421709430404007e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.2066517655316526e-10 Stepsize:5.2267371559056295e-05  Objective Value:128.82021746936033  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.2066190140456e-10 Stepsize:4.1813897247245036e-05  Objective Value:128.82021746936036  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.206592815621473e-10 Stepsize:3.345111779779603e-05  Objective Value:128.82021746936033  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.2065718541987713e-10 Stepsize:2.6760894238236826e-05  Objective Value:128.8202174693603  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.206555089612565e-10 Stepsize:2.1408715390589462e-05  Objective Value:128.8202174693603  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.2065416779300474e-10 Stepsize:1.712697231247157e-05  Objective Value:128.8202174693603  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.206530943667854e-10 Stepsize:1.3701577849977256e-05  Objective Value:128.82021746936016  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.206522358175782e-10 Stepsize:1.0961262279981805e-05  Objective Value:128.82021746936024  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.2065154913559116e-10 Stepsize:8.769009823985445e-06  Objective Value:128.82021746936022  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.2065099964160135e-10 Stepsize:7.015207859188356e-06  Objective Value:128.8202174693602  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.206505601771914e-10 Stepsize:5.612166287350686e-06  Objective Value:128.82021746936022  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.2065020826634203e-10 Stepsize:4.489733029880549e-06  Objective Value:128.8202174693602  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.206499270683442e-10 Stepsize:3.5917864239044394e-06  Objective Value:128.82021746936022  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.206497017228519e-10 Stepsize:2.873429139123552e-06  Objective Value:128.8202174693602  Decrease Error:5.684341886080802e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.820217356334  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.82021708040523  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.82021633787872  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8202144146404  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.82020936220144  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.82019617171454  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.82016172127763  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8200721984947  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8198419685287  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.81926565807026  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.81791539777117  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8152033325062  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8112758925491  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8082652476819  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.80744815585356  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.80737133192414  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.80736903102365  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:128.8073690234314  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(761.6047994, dtype=float64), 'logtau': Array(4.875033, dtype=float64), 'logamp': Array(0.10397722, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(2.98749532, dtype=float64), 'logtau': Array(-0.04999721, dtype=float64), 'logamp': Array(0.06934592, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
13158.435436426205
And log height: -128.81...
log-evidence is ~-131.71
Seems to have converged at iteration 46 / 64 with tolerance 5.90e-06 
::::::::::::::::::::::: 
Scanning at lag=774.40 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 15.516662024016767 Stepsize:1.0  Objective Value:144.32403104744816  Decrease Error:15.516662024016767 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661955057089 Stepsize:0.8  Objective Value:144.32403097848848  Decrease Error:15.516661955057089 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 15.51666189988984 Stepsize:0.6400000000000001  Objective Value:144.32403092332123  Decrease Error:15.51666189988984 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661855756155 Stepsize:0.5120000000000001  Objective Value:144.32403087918755  Decrease Error:15.516661855756155 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661820449627 Stepsize:0.40960000000000013  Objective Value:144.32403084388102  Decrease Error:15.516661820449627 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661792204303 Stepsize:0.32768000000000014  Objective Value:144.3240308156357  Decrease Error:15.516661792204303 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661769608248 Stepsize:0.2621440000000001  Objective Value:144.32403079303964  Decrease Error:15.516661769608248 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661751531274 Stepsize:0.2097152000000001  Objective Value:144.32403077496267  Decrease Error:15.516661751531274 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661737069967 Stepsize:0.1677721600000001  Objective Value:144.32403076050136  Decrease Error:15.516661737069967 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661725501052 Stepsize:0.13421772800000006  Objective Value:144.32403074893244  Decrease Error:15.516661725501052 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661716245807 Stepsize:0.10737418240000006  Objective Value:144.3240307396772  Decrease Error:15.516661716245807 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661708841468 Stepsize:0.08589934592000005  Objective Value:144.32403073227286  Decrease Error:15.516661708841468 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661702918128 Stepsize:0.06871947673600004  Objective Value:144.32403072634952  Decrease Error:15.516661702918128 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661698179291 Stepsize:0.054975581388800036  Objective Value:144.32403072161068  Decrease Error:15.516661698179291 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661694388489 Stepsize:0.043980465111040035  Objective Value:144.32403071781988  Decrease Error:15.516661694388489 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661691355665 Stepsize:0.03518437208883203  Objective Value:144.32403071478706  Decrease Error:15.516661691355665 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 15.51666168892956 Stepsize:0.028147497671065627  Objective Value:144.32403071236095  Decrease Error:15.51666168892956 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661686988584 Stepsize:0.022517998136852502  Objective Value:144.32403071041998  Decrease Error:15.516661686988584 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661685435935 Stepsize:0.018014398509482003  Objective Value:144.32403070886733  Decrease Error:15.516661685435935 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661684193593 Stepsize:0.014411518807585602  Objective Value:144.32403070762498  Decrease Error:15.516661684193593 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661683199914 Stepsize:0.011529215046068483  Objective Value:144.3240307066313  Decrease Error:15.516661683199914 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661682404731 Stepsize:0.009223372036854787  Objective Value:144.32403070583612  Decrease Error:15.516661682404731 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661681768738 Stepsize:0.00737869762948383  Objective Value:144.32403070520013  Decrease Error:15.516661681768738 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661681259933 Stepsize:0.005902958103587064  Objective Value:144.32403070469132  Decrease Error:15.516661681259933 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661680852906 Stepsize:0.004722366482869652  Objective Value:144.3240307042843  Decrease Error:15.516661680852906 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661680527164 Stepsize:0.0037778931862957215  Objective Value:144.32403070395856  Decrease Error:15.516661680527164 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661680266822 Stepsize:0.0030223145490365774  Objective Value:144.3240307036982  Decrease Error:15.516661680266822 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661680058178 Stepsize:0.002417851639229262  Objective Value:144.32403070348957  Decrease Error:15.516661680058178 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661679891598 Stepsize:0.0019342813113834097  Objective Value:144.324030703323  Decrease Error:15.516661679891598 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 15.516661679758357 Stepsize:0.0015474250491067279  Objective Value:144.32403070318975  Decrease Error:15.516661679758357 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.41150357877832e-11 Stepsize:0.0018569100589280734  Objective Value:144.3240307031879  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.706880841204142e-11 Stepsize:0.0014855280471424588  Objective Value:144.32403070318819  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.94318273586817e-11 Stepsize:0.0011884224377139672  Objective Value:144.32403070318855  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.132224108755756e-11 Stepsize:0.0009507379501711738  Objective Value:144.3240307031888  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 8.283457347470007e-11 Stepsize:0.0007605903601369392  Objective Value:144.32403070318892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 8.404443958499147e-11 Stepsize:0.0006084722881095514  Objective Value:144.324030703189  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 8.501233323758713e-11 Stepsize:0.00048677783048764115  Objective Value:144.32403070318912  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 8.578664661738606e-11 Stepsize:0.00038942226439011294  Objective Value:144.32403070318932  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.64060964213374e-11 Stepsize:0.00031153781151209035  Objective Value:144.32403070318935  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.690165682828361e-11 Stepsize:0.0002492302492096723  Objective Value:144.32403070318952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.729810802426583e-11 Stepsize:0.00019938419936773785  Objective Value:144.3240307031894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.761526419700951e-11 Stepsize:0.0001595073594941903  Objective Value:144.3240307031894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.786899442069005e-11 Stepsize:0.00012760588759535226  Objective Value:144.32403070318935  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.807197739617007e-11 Stepsize:0.00010208471007628181  Objective Value:144.3240307031895  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.823436246195896e-11 Stepsize:8.166776806102545e-05  Objective Value:144.32403070318944  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.83642706853519e-11 Stepsize:6.533421444882036e-05  Objective Value:144.32403070318952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.846819441803556e-11 Stepsize:5.2267371559056295e-05  Objective Value:144.32403070318955  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.855133961937144e-11 Stepsize:4.1813897247245036e-05  Objective Value:144.3240307031895  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.861785108584473e-11 Stepsize:3.345111779779603e-05  Objective Value:144.32403070318946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.867106143809323e-11 Stepsize:2.6760894238236826e-05  Objective Value:144.32403070318952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.871362844866498e-11 Stepsize:2.1408715390589462e-05  Objective Value:144.32403070318955  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.874768374034626e-11 Stepsize:1.712697231247157e-05  Objective Value:144.3240307031896  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.87749280333224e-11 Stepsize:1.3701577849977256e-05  Objective Value:144.32403070318958  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.879672057830452e-11 Stepsize:1.0961262279981805e-05  Objective Value:144.32403070318972  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.88141567040899e-11 Stepsize:8.769009823985445e-06  Objective Value:144.32403070318946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.882810806856765e-11 Stepsize:7.015207859188356e-06  Objective Value:144.32403070318944  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.883926599970051e-11 Stepsize:5.612166287350686e-06  Objective Value:144.32403070318964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.884819097580156e-11 Stepsize:4.489733029880549e-06  Objective Value:144.32403070318955  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.885533506851914e-11 Stepsize:3.5917864239044394e-06  Objective Value:144.32403070318972  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.886104988461778e-11 Stepsize:2.873429139123552e-06  Objective Value:144.32403070318964  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.3012167211685606e-11 Stepsize:1.0  Objective Value:144.32403070183813  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.241025198345655e-11 Stepsize:0.8  Objective Value:144.32403070210052  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.792874408732805e-11 Stepsize:0.6400000000000001  Objective Value:144.3240307023135  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.034355360045459e-11 Stepsize:0.5120000000000001  Objective Value:144.32403070248546  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.0027541124558574e-10 Stepsize:0.40960000000000013  Objective Value:144.32403070262433  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.082209038692754e-10 Stepsize:0.32768000000000014  Objective Value:144.3240307027359  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.1457730163316927e-10 Stepsize:0.2621440000000001  Objective Value:144.32403070282598  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.1966242278145582e-10 Stepsize:0.2097152000000001  Objective Value:144.3240307028981  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.2373052162081697e-10 Stepsize:0.1677721600000001  Objective Value:144.3240307029561  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.2698500162776908e-10 Stepsize:0.13421772800000006  Objective Value:144.32403070300265  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.2958858632383202e-10 Stepsize:0.10737418240000006  Objective Value:144.32403070303974  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.3167145463057616e-10 Stepsize:0.08589934592000005  Objective Value:144.3240307030697  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.333377493793095e-10 Stepsize:0.06871947673600004  Objective Value:144.3240307030936  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.3467078522877933e-10 Stepsize:0.054975581388800036  Objective Value:144.32403070311284  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.3573721409029787e-10 Stepsize:0.043980465111040035  Objective Value:144.32403070312807  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.3659035767384114e-10 Stepsize:0.03518437208883203  Objective Value:144.3240307031403  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.3727287226217131e-10 Stepsize:0.028147497671065627  Objective Value:144.32403070315027  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.3781888359639397e-10 Stepsize:0.022517998136852502  Objective Value:144.32403070315812  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.3825569342711818e-10 Stepsize:0.018014398509482003  Objective Value:144.32403070316428  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.3860514072011972e-10 Stepsize:0.014411518807585602  Objective Value:144.32403070316957  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.388846990027708e-10 Stepsize:0.011529215046068483  Objective Value:144.32403070317346  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.3910834546897182e-10 Stepsize:0.009223372036854787  Objective Value:144.32403070317665  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.3928726273408984e-10 Stepsize:0.00737869762948383  Objective Value:144.32403070317935  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.3943039635373836e-10 Stepsize:0.005902958103587064  Objective Value:144.32403070318134  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.395449033192527e-10 Stepsize:0.004722366482869652  Objective Value:144.3240307031831  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.396365087076886e-10 Stepsize:0.0037778931862957215  Objective Value:144.32403070318418  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.397097933443756e-10 Stepsize:0.0030223145490365774  Objective Value:144.32403070318531  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.3976842068916224e-10 Stepsize:0.002417851639229262  Objective Value:144.32403070318603  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.3981532293124858e-10 Stepsize:0.0019342813113834097  Objective Value:144.32403070318688  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.3985284448503793e-10 Stepsize:0.0015474250491067279  Objective Value:144.3240307031875  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.864120392136351e-09 Stepsize:0.0018569100589280734  Objective Value:144.32403070311503  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.871623892341605e-09 Stepsize:0.0014855280471424588  Objective Value:144.3240307031294  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.877626687594119e-09 Stepsize:0.0011884224377139672  Objective Value:144.32403070314118  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.8824289229992415e-09 Stepsize:0.0009507379501711738  Objective Value:144.32403070315044  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.8862707223822015e-09 Stepsize:0.0007605903601369392  Objective Value:144.3240307031576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.8893441543262595e-09 Stepsize:0.0006084722881095514  Objective Value:144.32403070316357  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.891802897685996e-09 Stepsize:0.00048677783048764115  Objective Value:144.32403070316855  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.8937699001475155e-09 Stepsize:0.00038942226439011294  Objective Value:144.32403070317227  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.895343495852753e-09 Stepsize:0.00031153781151209035  Objective Value:144.32403070317525  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.896602373769485e-09 Stepsize:0.0002492302492096723  Objective Value:144.3240307031777  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.897609473704073e-09 Stepsize:0.00019938419936773785  Objective Value:144.32403070317963  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.8984151570778226e-09 Stepsize:0.0001595073594941903  Objective Value:144.32403070318125  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.899059701635523e-09 Stepsize:0.00012760588759535226  Objective Value:144.32403070318256  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.8995753357068795e-09 Stepsize:0.00010208471007628181  Objective Value:144.32403070318347  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.89998784706767e-09 Stepsize:8.166776806102545e-05  Objective Value:144.32403070318426  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.900317857189005e-09 Stepsize:6.533421444882036e-05  Objective Value:144.32403070318492  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.900581857124741e-09 Stepsize:5.2267371559056295e-05  Objective Value:144.32403070318549  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.9007930653186875e-09 Stepsize:4.1813897247245036e-05  Objective Value:144.32403070318577  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.900962026721174e-09 Stepsize:3.345111779779603e-05  Objective Value:144.32403070318617  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.901097201578592e-09 Stepsize:2.6760894238236826e-05  Objective Value:144.32403070318634  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.901205335010814e-09 Stepsize:2.1408715390589462e-05  Objective Value:144.3240307031867  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.9012918465921326e-09 Stepsize:1.712697231247157e-05  Objective Value:144.32403070318676  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.9013610570579415e-09 Stepsize:1.3701577849977256e-05  Objective Value:144.32403070318682  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.9014164226143735e-09 Stepsize:1.0961262279981805e-05  Objective Value:144.3240307031871  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.901460713574162e-09 Stepsize:8.769009823985445e-06  Objective Value:144.32403070318716  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.901496149976781e-09 Stepsize:7.015207859188356e-06  Objective Value:144.32403070318725  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.901524496849156e-09 Stepsize:5.612166287350686e-06  Objective Value:144.32403070318713  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.901547169576567e-09 Stepsize:4.489733029880549e-06  Objective Value:144.3240307031874  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.901565317928312e-09 Stepsize:3.5917864239044394e-06  Objective Value:144.3240307031873  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.901579832779764e-09 Stepsize:2.873429139123552e-06  Objective Value:144.32403070318728  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32403062914423  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32403056650608  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32403026425735  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.3240296085776  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32402775579857  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32402304271432  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32401057450747  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32397810071944  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32389310979315  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32367158496808  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32309620421222  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.32161743057256  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.31791071454947  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.3091827425008  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.29147664787973  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.26482691643557  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.2390873118731  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.22712751569367  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.22590945368216  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.2258618293396  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:144.22586139858467  Decrease Error:0.0 
Change of 0.10 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(774.4031996, dtype=float64), 'logtau': Array(4.94579632, dtype=float64), 'logamp': Array(0.0963633, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(3.40962531, dtype=float64), 'logtau': Array(-0.02168232, dtype=float64), 'logamp': Array(0.06426431, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11282.375747491726
And log height: -144.23...
log-evidence is ~-147.05
Seems to have converged at iteration 47 / 64 with tolerance 8.45e-06 
::::::::::::::::::::::: 
Scanning at lag=787.20 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.4867866775460827e-07 Stepsize:1.0  Objective Value:131.1030471977333  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.486854607189201e-07 Stepsize:0.8  Objective Value:131.10304722747586  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.4869089509513658e-07 Stepsize:0.6400000000000001  Objective Value:131.10304725127102  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.4869524259884144e-07 Stepsize:0.5120000000000001  Objective Value:131.10304727030766  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.4869872060410418e-07 Stepsize:0.40960000000000013  Objective Value:131.10304728553743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870150300934944e-07 Stepsize:0.32768000000000014  Objective Value:131.10304729772147  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870372893419923e-07 Stepsize:0.2621440000000001  Objective Value:131.10304730746887  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870550967474753e-07 Stepsize:0.2097152000000001  Objective Value:131.10304731526685  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870693426754024e-07 Stepsize:0.1677721600000001  Objective Value:131.10304732150533  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870807394193093e-07 Stepsize:0.13421772800000006  Objective Value:131.1030473264962  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870898568156986e-07 Stepsize:0.10737418240000006  Objective Value:131.10304733048892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.4870971507336876e-07 Stepsize:0.08589934592000005  Objective Value:131.1030473336831  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871029858695967e-07 Stepsize:0.06871947673600004  Objective Value:131.1030473362384  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871076539780715e-07 Stepsize:0.054975581388800036  Objective Value:131.10304733828275  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871113884644194e-07 Stepsize:0.043980465111040035  Objective Value:131.10304733991816  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871143760542838e-07 Stepsize:0.03518437208883203  Objective Value:131.10304734122653  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.48711676612627e-07 Stepsize:0.028147497671065627  Objective Value:131.1030473422731  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871186781832002e-07 Stepsize:0.022517998136852502  Objective Value:131.1030473431104  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871202078288697e-07 Stepsize:0.018014398509482003  Objective Value:131.10304734378045  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871214315475245e-07 Stepsize:0.014411518807585602  Objective Value:131.10304734431628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.487122410518508e-07 Stepsize:0.011529215046068483  Objective Value:131.10304734474514  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.487123193698571e-07 Stepsize:0.009223372036854787  Objective Value:131.10304734508793  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871238202418626e-07 Stepsize:0.00737869762948383  Objective Value:131.1030473453624  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871243214760147e-07 Stepsize:0.005902958103587064  Objective Value:131.10304734558198  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.487124722464546e-07 Stepsize:0.004722366482869652  Objective Value:131.10304734575746  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871250432533973e-07 Stepsize:0.0037778931862957215  Objective Value:131.10304734589792  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871252998862454e-07 Stepsize:0.0030223145490365774  Objective Value:131.1030473460104  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871255051908873e-07 Stepsize:0.002417851639229262  Objective Value:131.10304734610028  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.4871256694346924e-07 Stepsize:0.0019342813113834097  Objective Value:131.10304734617222  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.487125800832059e-07 Stepsize:0.0015474250491067279  Objective Value:131.10304734622963  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:131.10304734621604  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.1943576854483544e-11 Stepsize:0.002228292070713688  Objective Value:131.10304734621656  Decrease Error:5.115907697472721e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.1940989562797274e-11 Stepsize:0.0017826336565709507  Objective Value:131.10304734621644  Decrease Error:3.979039320256561e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.193891966838407e-11 Stepsize:0.0014261069252567607  Objective Value:131.10304734621636  Decrease Error:3.126388037344441e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.193726381087526e-11 Stepsize:0.0011408855402054085  Objective Value:131.10304734621624  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.193593913859015e-11 Stepsize:0.0009127084321643268  Objective Value:131.1030473462162  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.193487938560017e-11 Stepsize:0.0007301667457314615  Objective Value:131.10304734621621  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.1934031542889418e-11 Stepsize:0.0005841333965851692  Objective Value:131.10304734621624  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.1933353295232948e-11 Stepsize:0.0004673067172681354  Objective Value:131.10304734621616  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.1932810680421222e-11 Stepsize:0.00037384537381450836  Objective Value:131.10304734621616  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.1932376602293776e-11 Stepsize:0.00029907629905160673  Objective Value:131.10304734621613  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.1932029351819687e-11 Stepsize:0.0002392610392412854  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.1931751547035844e-11 Stepsize:0.00019140883139302832  Objective Value:131.10304734621616  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.1931529275849605e-11 Stepsize:0.00015312706511442267  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.1931351501845185e-11 Stepsize:0.00012250165209153814  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.1931209242238177e-11 Stepsize:9.800132167323052e-05  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.193109542345644e-11 Stepsize:7.840105733858443e-05  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.1931004408495707e-11 Stepsize:6.272084587086754e-05  Objective Value:131.10304734621602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930931547568618e-11 Stepsize:5.0176676696694036e-05  Objective Value:131.10304734621602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930873342852614e-11 Stepsize:4.014134135735523e-05  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930826727241395e-11 Stepsize:3.211307308588419e-05  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930789448474353e-11 Stepsize:2.5690458468707354e-05  Objective Value:131.10304734621602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.193075960877417e-11 Stepsize:2.0552366774965883e-05  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930735736421102e-11 Stepsize:1.6441893419972708e-05  Objective Value:131.103047346216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930716592205945e-11 Stepsize:1.3153514735978166e-05  Objective Value:131.1030473462161  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930701390082124e-11 Stepsize:1.0522811788782534e-05  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.193068918137274e-11 Stepsize:8.418249431026028e-06  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930679375272308e-11 Stepsize:6.734599544820823e-06  Objective Value:131.10304734621604  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930671585957325e-11 Stepsize:5.387679635856659e-06  Objective Value:131.1030473462161  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.193066526073879e-11 Stepsize:4.310143708685327e-06  Objective Value:131.10304734621607  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.1930660278490996e-11 Stepsize:3.448114966948262e-06  Objective Value:131.10304734621604  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.103047333557  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.1030473119093  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.1030472437294  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.1030470766507  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10304662774007  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10304546378634  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10304240449508  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10303440449297  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.1030134412998  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10295855006444  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10281482105853  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10243901740435  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.10146060083164  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.09894472265557  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.09268710068145  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.07838498549594  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.05189376196387  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.0226795583622  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.0108426557893  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.00900074733457  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.00887755468693  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.00887633182356  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.00887632472035  Decrease Error:0.0 
Change of 0.09 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(787.2015998, dtype=float64), 'logtau': Array(4.85679174, dtype=float64), 'logamp': Array(0.09258594, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(4.1191642, dtype=float64), 'logtau': Array(-0.05729897, dtype=float64), 'logamp': Array(0.06174357, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
12551.801698269144
And log height: -131.01...
log-evidence is ~-133.89
Seems to have converged at iteration 48 / 64 with tolerance 9.45e-06 
::::::::::::::::::::::: 
Scanning at lag=800.00 ... 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:1.0  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.10737418240000006  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.054975581388800036  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.005902958103587064  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0037778931862957215  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0030223145490365774  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.002417851639229262  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0015474250491067279  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0018569100589280734  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0014855280471424588  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00038942226439011294  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00031153781151209035  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0002492302492096723  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00019938419936773785  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0001595073594941903  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00012760588759535226  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00010208471007628181  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:8.166776806102545e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:6.533421444882036e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:5.2267371559056295e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:4.1813897247245036e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:3.345111779779603e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:2.6760894238236826e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:2.1408715390589462e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:1.712697231247157e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:1.3701577849977256e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:1.0961262279981805e-05  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:8.769009823985445e-06  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:7.015207859188356e-06  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:5.612166287350686e-06  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:4.489733029880549e-06  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:3.5917864239044394e-06  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:2.873429139123552e-06  Objective Value:inf  Decrease Error:inf 
Change of 0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(800., dtype=float64), 'logtau': Array(4.87505946, dtype=float64), 'logamp': Array(0.10001982, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(35.63818828, dtype=float64), 'logtau': Array(-0.04998662, dtype=float64), 'logamp': Array(0.06670461, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11120.563971833624
And log height: -171.11...
log-evidence is ~-173.93
Seems to have converged at iteration 49 / 64 with tolerance 4.99e-01 
::::::::::::::::::::::: 
Scanning at lag=160.08 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.15013459980845398 Stepsize:1.0  Objective Value:81.2487642329717  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.1522746511859166 Stepsize:0.8  Objective Value:81.28140054784622  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.1540077156001422 Stepsize:0.6400000000000001  Objective Value:81.30781958306397  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.15540785793050022 Stepsize:0.5120000000000001  Objective Value:81.32915540695308  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.1565368562203447 Stepsize:0.40960000000000013  Objective Value:81.3463535949212  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.15744580414576698 Stepsize:0.32768000000000014  Objective Value:81.36019563876303  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.1581766746855972 Stepsize:0.2621440000000001  Objective Value:81.37132301736585  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.15876376375044648 Stepsize:0.2097152000000001  Objective Value:81.38025947492139  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.15923497494623712 Stepsize:0.1677721600000001  Objective Value:81.38743083779181  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.15961293391844072 Stepsize:0.13421772800000006  Objective Value:81.39318217617118  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.159915936992774 Stepsize:0.10737418240000006  Objective Value:81.39779238729862  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.16015874759984977 Stepsize:0.08589934592000005  Objective Value:81.40148641719348  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.16035325790221816 Stepsize:0.06871947673600004  Objective Value:81.40444539785398  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.16050903401566746 Stepsize:0.054975581388800036  Objective Value:81.40681498962797  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.1606337625025694 Stepsize:0.043980465111040035  Objective Value:81.40871220518672  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.16073361423478266 Stepsize:0.03518437208883203  Objective Value:81.41023096537319  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.16081353978546425 Stepsize:0.028147497671065627  Objective Value:81.41144660607034  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.16087750851286248 Stepsize:0.022517998136852502  Objective Value:81.41241952366111  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 0.1609287016092819 Stepsize:0.018014398509482003  Objective Value:81.41319811705849  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.16096966768528936 Stepsize:0.014411518807585602  Objective Value:81.4138211577973  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 0.16100244797223812 Stepsize:0.011529215046068483  Objective Value:81.41431969666897  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 0.16102867695599327 Stepsize:0.009223372036854787  Objective Value:81.4147185957998  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 0.16104966318643515 Stepsize:0.00737869762948383  Objective Value:81.41503775865309  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 0.16106645411897252 Stepsize:0.005902958103587064  Objective Value:81.41529311681043  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 0.16107988811203883 Stepsize:0.004722366482869652  Objective Value:81.415497421178  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 0.16109063610469548 Stepsize:0.0037778931862957215  Objective Value:81.41566087609172  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 0.16109923500972195 Stepsize:0.0030223145490365774  Objective Value:81.41579164733182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 0.16110611446074624 Stepsize:0.002417851639229262  Objective Value:81.41589626900186  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 0.16111161823086256 Stepsize:0.0019342813113834097  Objective Value:81.415979969332  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 0.16111602138091158 Stepsize:0.0015474250491067279  Objective Value:81.41604693151247  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.875857291648247e-05 Stepsize:0.0018569100589280734  Objective Value:81.41604746553173  Decrease Error:5.339658599723407e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758555833967108e-05 Stepsize:0.0014855280471424588  Objective Value:81.4160473587279  Decrease Error:4.2717270787306916e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.875854216795304e-05 Stepsize:0.0011884224377139672  Objective Value:81.41604727328479  Decrease Error:3.417381435610878e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.875853123514066e-05 Stepsize:0.0009507379501711738  Objective Value:81.4160472049303  Decrease Error:2.7339048358498985e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.875852248889518e-05 Stepsize:0.0007605903601369392  Objective Value:81.4160471502467  Decrease Error:2.1871235844628245e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758515491895628e-05 Stepsize:0.0006084722881095514  Objective Value:81.4160471064999  Decrease Error:1.7496994075827388e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758509894298806e-05 Stepsize:0.00048677783048764115  Objective Value:81.41604707150239  Decrease Error:1.3997592418490967e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758505416217272e-05 Stepsize:0.00038942226439011294  Objective Value:81.41604704350439  Decrease Error:1.1198072513707302e-07 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758501833754603e-05 Stepsize:0.00031153781151209035  Objective Value:81.416047021106  Decrease Error:8.958457442531653e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758498967784772e-05 Stepsize:0.0002492302492096723  Objective Value:81.41604700318729  Decrease Error:7.166765669808228e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.875849667500921e-05 Stepsize:0.00019938419936773785  Objective Value:81.41604698885234  Decrease Error:5.733414809583337e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758494840789152e-05 Stepsize:0.0001595073594941903  Objective Value:81.41604697738433  Decrease Error:4.586726731758972e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758493373412584e-05 Stepsize:0.00012760588759535226  Objective Value:81.41604696820998  Decrease Error:3.6693847960123094e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758492199510897e-05 Stepsize:0.00010208471007628181  Objective Value:81.41604696087046  Decrease Error:2.9355049946389045e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.875849126038755e-05 Stepsize:8.166776806102545e-05  Objective Value:81.41604695499888  Decrease Error:2.348406269447878e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758490509093126e-05 Stepsize:6.533421444882036e-05  Objective Value:81.41604695030158  Decrease Error:1.8787233102557366e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.875848990805416e-05 Stepsize:5.2267371559056295e-05  Objective Value:81.41604694654372  Decrease Error:1.5029741007310804e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758489427226108e-05 Stepsize:4.1813897247245036e-05  Objective Value:81.41604694353745  Decrease Error:1.2023775752822985e-08 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.875848904256202e-05 Stepsize:3.345111779779603e-05  Objective Value:81.41604694113246  Decrease Error:9.619029128771217e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758488734828796e-05 Stepsize:2.6760894238236826e-05  Objective Value:81.41604693920848  Decrease Error:7.695248882555461e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758488488643996e-05 Stepsize:2.1408715390589462e-05  Objective Value:81.41604693766926  Decrease Error:6.156184895189654e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758488291695636e-05 Stepsize:1.712697231247157e-05  Objective Value:81.4160469364379  Decrease Error:4.924928020955122e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758488134138726e-05 Stepsize:1.3701577849977256e-05  Objective Value:81.41604693545278  Decrease Error:3.93991683722561e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.87584880080922e-05 Stepsize:1.0961262279981805e-05  Objective Value:81.41604693466473  Decrease Error:3.1519533649770892e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.875848790725576e-05 Stepsize:8.769009823985445e-06  Objective Value:81.41604693403427  Decrease Error:2.521545638956013e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758487826585698e-05 Stepsize:7.015207859188356e-06  Objective Value:81.41604693352987  Decrease Error:2.017202405113494e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758487762048997e-05 Stepsize:5.612166287350686e-06  Objective Value:81.41604693312641  Decrease Error:1.6137846614583395e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758487710420374e-05 Stepsize:4.489733029880549e-06  Objective Value:81.41604693280362  Decrease Error:1.2910277291666716e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758487669117692e-05 Stepsize:3.5917864239044394e-06  Objective Value:81.41604693254538  Decrease Error:1.0328164989914512e-09 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.8758487636073378e-05 Stepsize:2.873429139123552e-06  Objective Value:81.41604693233879  Decrease Error:8.262333039965597e-10 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:80.26609588257196  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.97608926169022  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.88829966500589  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.88468725712016  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.8843082089414  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.88272072674492  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.8792325356212  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.86951714647145  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.8449691941956  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.78105350552532  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.61784032147249  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:79.19624588170738  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.3440627196388  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:78.05372159164185  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.2575161726848756 Stepsize:1.0  Objective Value:78.10818242004895  Decrease Error:0.05449987784358257 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.0011957100358276906 Stepsize:0.8  Objective Value:78.0125991195602  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.6400000000000001  Objective Value:77.97096558940329  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.7680000000000001  Objective Value:77.94360334308588  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.9216000000000001  Objective Value:77.94353300577605  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:77.94353247140485  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:77.94353246762314  Decrease Error:0.0 
Change of 3.47 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(160.07999, dtype=float64), 'logtau': Array(5.20029755, dtype=float64), 'logamp': Array(0.04284132, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.38566956, dtype=float64), 'logtau': Array(0.08016192, dtype=float64), 'logamp': Array(0.02856282, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10994.623051302022
And log height: -77.94...
log-evidence is ~-80.76
Seems to have converged at iteration 50 / 64 with tolerance 1.32e-06 
::::::::::::::::::::::: 
Scanning at lag=147.28 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.649128916192296 Stepsize:1.0  Objective Value:85.59266138381544  Decrease Error:7.649128916192296 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.649128950766936 Stepsize:0.8  Objective Value:85.59266141839008  Decrease Error:7.649128950766936 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.64912897842656 Stepsize:0.6400000000000001  Objective Value:85.5926614460497  Decrease Error:7.64912897842656 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.6491290005543675 Stepsize:0.5120000000000001  Objective Value:85.59266146817751  Decrease Error:7.6491290005543675 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129018256573 Stepsize:0.40960000000000013  Objective Value:85.59266148587972  Decrease Error:7.649129018256573 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.64912903241833 Stepsize:0.32768000000000014  Objective Value:85.59266150004147  Decrease Error:7.64912903241833 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129043747749 Stepsize:0.2621440000000001  Objective Value:85.59266151137089  Decrease Error:7.649129043747749 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129052811261 Stepsize:0.2097152000000001  Objective Value:85.5926615204344  Decrease Error:7.649129052811261 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129060062151 Stepsize:0.1677721600000001  Objective Value:85.5926615276853  Decrease Error:7.649129060062151 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.64912906586278 Stepsize:0.13421772800000006  Objective Value:85.59266153348592  Decrease Error:7.64912906586278 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129070503321 Stepsize:0.10737418240000006  Objective Value:85.59266153812646  Decrease Error:7.649129070503321 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.6491290742157645 Stepsize:0.08589934592000005  Objective Value:85.59266154183891  Decrease Error:7.6491290742157645 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129077185719 Stepsize:0.06871947673600004  Objective Value:85.59266154480886  Decrease Error:7.649129077185719 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129079561661 Stepsize:0.054975581388800036  Objective Value:85.5926615471848  Decrease Error:7.649129079561661 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129081462405 Stepsize:0.043980465111040035  Objective Value:85.59266154908555  Decrease Error:7.649129081462405 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129082983009 Stepsize:0.03518437208883203  Objective Value:85.59266155060615  Decrease Error:7.649129082983009 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129084199487 Stepsize:0.028147497671065627  Objective Value:85.59266155182263  Decrease Error:7.649129084199487 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.6491290851726745 Stepsize:0.022517998136852502  Objective Value:85.59266155279582  Decrease Error:7.6491290851726745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129085951316 Stepsize:0.018014398509482003  Objective Value:85.59266155357446  Decrease Error:7.649129085951316 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129086574106 Stepsize:0.014411518807585602  Objective Value:85.59266155419725  Decrease Error:7.649129086574106 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129087072382 Stepsize:0.011529215046068483  Objective Value:85.59266155469552  Decrease Error:7.649129087072382 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129087470982 Stepsize:0.009223372036854787  Objective Value:85.59266155509412  Decrease Error:7.649129087470982 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129087789916 Stepsize:0.00737869762948383  Objective Value:85.59266155541306  Decrease Error:7.649129087789916 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088045001 Stepsize:0.005902958103587064  Objective Value:85.59266155566814  Decrease Error:7.649129088045001 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.64912908824914 Stepsize:0.004722366482869652  Objective Value:85.59266155587228  Decrease Error:7.64912908824914 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088412394 Stepsize:0.0037778931862957215  Objective Value:85.59266155603554  Decrease Error:7.649129088412394 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088542978 Stepsize:0.0030223145490365774  Objective Value:85.59266155616612  Decrease Error:7.649129088542978 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088647513 Stepsize:0.002417851639229262  Objective Value:85.59266155627066  Decrease Error:7.649129088647513 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088731101 Stepsize:0.0019342813113834097  Objective Value:85.59266155635424  Decrease Error:7.649129088731101 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.649129088797963 Stepsize:0.0015474250491067279  Objective Value:85.5926615564211  Decrease Error:7.649129088797963 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726615894713485e-11 Stepsize:0.0018569100589280734  Objective Value:85.5926615564216  Decrease Error:4.973799150320701e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.672649515346746e-11 Stepsize:0.0014855280471424588  Objective Value:85.59266155642146  Decrease Error:3.552713678800501e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.672639854279532e-11 Stepsize:0.0011884224377139672  Objective Value:85.59266155642138  Decrease Error:2.7000623958883807e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726321268667756e-11 Stepsize:0.0009507379501711738  Objective Value:85.59266155642132  Decrease Error:2.1316282072803006e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726259441774172e-11 Stepsize:0.0007605903601369392  Objective Value:85.59266155642133  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726209988920217e-11 Stepsize:0.0006084722881095514  Objective Value:85.59266155642125  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.672617042035842e-11 Stepsize:0.00048677783048764115  Objective Value:85.59266155642125  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726138770813528e-11 Stepsize:0.00038942226439011294  Objective Value:85.59266155642122  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.672611343319934e-11 Stepsize:0.00031153781151209035  Objective Value:85.59266155642119  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726093177412258e-11 Stepsize:0.0002492302492096723  Objective Value:85.59266155642115  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.672607698182467e-11 Stepsize:0.00019938419936773785  Objective Value:85.59266155642116  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.67260640167678e-11 Stepsize:0.0001595073594941903  Objective Value:85.59266155642116  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.672605363674961e-11 Stepsize:0.00012760588759535226  Objective Value:85.59266155642115  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726045338050188e-11 Stepsize:0.00010208471007628181  Objective Value:85.59266155642115  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726038710917348e-11 Stepsize:8.166776806102545e-05  Objective Value:85.5926615564211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.67260333988561e-11 Stepsize:6.533421444882036e-05  Objective Value:85.59266155642112  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726029150032956e-11 Stepsize:5.2267371559056295e-05  Objective Value:85.59266155642115  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.672602574850746e-11 Stepsize:4.1813897247245036e-05  Objective Value:85.59266155642112  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726023030272852e-11 Stepsize:3.345111779779603e-05  Objective Value:85.5926615564211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.672602084461021e-11 Stepsize:2.6760894238236826e-05  Objective Value:85.59266155642109  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726019116133602e-11 Stepsize:2.1408715390589462e-05  Objective Value:85.59266155642112  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726017722393827e-11 Stepsize:1.712697231247157e-05  Objective Value:85.59266155642109  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.672601661357476e-11 Stepsize:1.3701577849977256e-05  Objective Value:85.59266155642112  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726015713761072e-11 Stepsize:1.0961262279981805e-05  Objective Value:85.59266155642108  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726014999976995e-11 Stepsize:8.769009823985445e-06  Objective Value:85.59266155642106  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726014437652997e-11 Stepsize:7.015207859188356e-06  Objective Value:85.59266155642109  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.672601398200221e-11 Stepsize:5.612166287350686e-06  Objective Value:85.59266155642113  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726013614919308e-11 Stepsize:4.489733029880549e-06  Objective Value:85.59266155642113  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.6726013315334342e-11 Stepsize:3.5917864239044394e-06  Objective Value:85.5926615564211  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.672601308727072e-11 Stepsize:2.873429139123552e-06  Objective Value:85.59266155642106  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59266115954881  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59266030549571  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59265790375284  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59265178011337  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59263558129689  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59259334756666  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59248276404576  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.592194810495  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.59145165186665  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.58958348497379  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.58518527942547  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.57630202972894  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.56350966887246  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.55481565710478  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.55318256590597  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.55307026057248  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.55306779356289  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:85.5530677843951  Decrease Error:0.0 
Change of 0.04 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(147.2815898, dtype=float64), 'logtau': Array(5.11115624, dtype=float64), 'logamp': Array(0.02042442, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.48879948, dtype=float64), 'logtau': Array(0.04446982, dtype=float64), 'logamp': Array(0.01361649, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10870.447133181999
And log height: -85.55...
log-evidence is ~-88.36
Seems to have converged at iteration 51 / 64 with tolerance 1.29e-05 
::::::::::::::::::::::: 
Scanning at lag=134.48 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763021963908 Stepsize:1.0  Objective Value:91.110830806359  Decrease Error:5.557763021963908 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763160230351 Stepsize:0.8  Objective Value:91.11083094462545  Decrease Error:5.557763160230351 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763270844816 Stepsize:0.6400000000000001  Objective Value:91.11083105523991  Decrease Error:5.557763270844816 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763359337258 Stepsize:0.5120000000000001  Objective Value:91.11083114373236  Decrease Error:5.557763359337258 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577634301317005 Stepsize:0.40960000000000013  Objective Value:91.1108312145268  Decrease Error:5.5577634301317005 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763486767584 Stepsize:0.32768000000000014  Objective Value:91.11083127116268  Decrease Error:5.557763486767584 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763532076535 Stepsize:0.2621440000000001  Objective Value:91.11083131647163  Decrease Error:5.557763532076535 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763568323836 Stepsize:0.2097152000000001  Objective Value:91.11083135271893  Decrease Error:5.557763568323836 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763597321767 Stepsize:0.1677721600000001  Objective Value:91.11083138171686  Decrease Error:5.557763597321767 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577636205200776 Stepsize:0.13421772800000006  Objective Value:91.11083140491517  Decrease Error:5.5577636205200776 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763639078857 Stepsize:0.10737418240000006  Objective Value:91.11083142347395  Decrease Error:5.557763639078857 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763653925903 Stepsize:0.08589934592000005  Objective Value:91.110831438321  Decrease Error:5.557763653925903 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763665803549 Stepsize:0.06871947673600004  Objective Value:91.11083145019865  Decrease Error:5.557763665803549 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763675305608 Stepsize:0.054975581388800036  Objective Value:91.1108314597007  Decrease Error:5.557763675305608 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763682907378 Stepsize:0.043980465111040035  Objective Value:91.11083146730248  Decrease Error:5.557763682907378 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577636889887 Stepsize:0.03518437208883203  Objective Value:91.1108314733838  Decrease Error:5.5577636889887 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763693853801 Stepsize:0.028147497671065627  Objective Value:91.1108314782489  Decrease Error:5.557763693853801 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763697745912 Stepsize:0.022517998136852502  Objective Value:91.11083148214101  Decrease Error:5.557763697745912 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763700859553 Stepsize:0.018014398509482003  Objective Value:91.11083148525465  Decrease Error:5.557763700859553 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577637033504885 Stepsize:0.014411518807585602  Objective Value:91.11083148774559  Decrease Error:5.5577637033504885 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763705343177 Stepsize:0.011529215046068483  Objective Value:91.11083148973827  Decrease Error:5.557763705343177 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763706937436 Stepsize:0.009223372036854787  Objective Value:91.11083149133253  Decrease Error:5.557763706937436 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577637082127325 Stepsize:0.00737869762948383  Objective Value:91.11083149260783  Decrease Error:5.5577637082127325 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763709233058 Stepsize:0.005902958103587064  Objective Value:91.11083149362815  Decrease Error:5.557763709233058 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763710049272 Stepsize:0.004722366482869652  Objective Value:91.11083149444437  Decrease Error:5.557763710049272 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763710702247 Stepsize:0.0037778931862957215  Objective Value:91.11083149509734  Decrease Error:5.557763710702247 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763711224609 Stepsize:0.0030223145490365774  Objective Value:91.1108314956197  Decrease Error:5.557763711224609 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.5577637116426075 Stepsize:0.002417851639229262  Objective Value:91.1108314960377  Decrease Error:5.5577637116426075 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763711976875 Stepsize:0.0019342813113834097  Objective Value:91.11083149637197  Decrease Error:5.557763711976875 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.557763712244366 Stepsize:0.0015474250491067279  Objective Value:91.11083149663946  Decrease Error:5.557763712244366 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 1.0486588807760451e-10 Stepsize:0.0018569100589280734  Objective Value:91.11083149664141  Decrease Error:1.9468870959826745e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.0485481956560742e-10 Stepsize:0.0014855280471424588  Objective Value:91.11083149664104  Decrease Error:1.5774048733874224e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.0484596470303577e-10 Stepsize:0.0011884224377139672  Objective Value:91.1108314966407  Decrease Error:1.2363443602225743e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.0483888067291494e-10 Stepsize:0.0009507379501711738  Objective Value:91.11083149664046  Decrease Error:9.947598300641403e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.0483321362136153e-10 Stepsize:0.0007605903601369392  Objective Value:91.11083149664024  Decrease Error:7.815970093361102e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.0482867986468675e-10 Stepsize:0.0006084722881095514  Objective Value:91.11083149664003  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.0482505303881467e-10 Stepsize:0.00048677783048764115  Objective Value:91.11083149663997  Decrease Error:5.115907697472721e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.0482215146064413e-10 Stepsize:0.00038942226439011294  Objective Value:91.11083149663989  Decrease Error:4.263256414560601e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481983011652651e-10 Stepsize:0.00031153781151209035  Objective Value:91.11083149663975  Decrease Error:2.8421709430404007e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.048179731410698e-10 Stepsize:0.0002492302492096723  Objective Value:91.11083149663965  Decrease Error:1.8474111129762605e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481648759846093e-10 Stepsize:0.00019938419936773785  Objective Value:91.11083149663966  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.048152990478049e-10 Stepsize:0.0001595073594941903  Objective Value:91.11083149663959  Decrease Error:1.2789769243681803e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481434833946089e-10 Stepsize:0.00012760588759535226  Objective Value:91.11083149663959  Decrease Error:1.2789769243681803e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481358772888158e-10 Stepsize:0.00010208471007628181  Objective Value:91.11083149663958  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481297927776566e-10 Stepsize:8.166776806102545e-05  Objective Value:91.11083149663958  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481249238227014e-10 Stepsize:6.533421444882036e-05  Objective Value:91.11083149663949  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481210291304021e-10 Stepsize:5.2267371559056295e-05  Objective Value:91.11083149663949  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481179144220396e-10 Stepsize:4.1813897247245036e-05  Objective Value:91.1108314966395  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481154213187978e-10 Stepsize:3.345111779779603e-05  Objective Value:91.11083149663946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481134277517146e-10 Stepsize:2.6760894238236826e-05  Objective Value:91.11083149663949  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481118321077398e-10 Stepsize:2.1408715390589462e-05  Objective Value:91.11083149663949  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481105566091319e-10 Stepsize:1.712697231247157e-05  Objective Value:91.11083149663949  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481095357863982e-10 Stepsize:1.3701577849977256e-05  Objective Value:91.11083149663952  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481087185192475e-10 Stepsize:1.0961262279981805e-05  Objective Value:91.11083149663948  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481080650731658e-10 Stepsize:8.769009823985445e-06  Objective Value:91.11083149663946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481075420886205e-10 Stepsize:7.015207859188356e-06  Objective Value:91.11083149663945  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481071249219823e-10 Stepsize:5.612166287350686e-06  Objective Value:91.1108314966395  Decrease Error:4.263256414560601e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481067904460753e-10 Stepsize:4.489733029880549e-06  Objective Value:91.11083149663945  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481065221162947e-10 Stepsize:3.5917864239044394e-06  Objective Value:91.11083149663948  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.0481063087403573e-10 Stepsize:2.873429139123552e-06  Objective Value:91.11083149663945  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.1108314267117  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11083126700035  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11083082661762  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11082969605656  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11082671495137  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11081893920648  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.1107986051302  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11074570015232  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11060925921912  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.11026599028037  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10945558211881  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.1078233192543  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.1055039295623  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10369315786798  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10311491114209  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10307096293108  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10307020419825  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:91.10307019997236  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(134.4831896, dtype=float64), 'logtau': Array(5.0594689, dtype=float64), 'logamp': Array(-0.00603589, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.59912469, dtype=float64), 'logtau': Array(0.02378868, dtype=float64), 'logamp': Array(-0.00402393, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10673.981054172478
And log height: -91.10...
log-evidence is ~-93.90
Seems to have converged at iteration 52 / 64 with tolerance 4.80e-06 
::::::::::::::::::::::: 
Scanning at lag=121.68 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.208000083080557e-07 Stepsize:1.0  Objective Value:82.3013477175358  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080188746860317e-07 Stepsize:0.8  Objective Value:82.30134778169752  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080339079714417e-07 Stepsize:0.6400000000000001  Objective Value:82.30134783302715  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.208045934599933e-07 Stepsize:0.5120000000000001  Objective Value:82.30134787409108  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.208055555902862e-07 Stepsize:0.40960000000000013  Objective Value:82.30134790694233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.208063252945026e-07 Stepsize:0.32768000000000014  Objective Value:82.30134793322344  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080694105790756e-07 Stepsize:0.2621440000000001  Objective Value:82.30134795424829  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.208074336686342e-07 Stepsize:0.2097152000000001  Objective Value:82.30134797106825  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.20807827757208e-07 Stepsize:0.1677721600000001  Objective Value:82.30134798452423  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.208081430280736e-07 Stepsize:0.13421772800000006  Objective Value:82.30134799528899  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080839524479027e-07 Stepsize:0.10737418240000006  Objective Value:82.30134800390084  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080859701808385e-07 Stepsize:0.08589934592000005  Objective Value:82.30134801079029  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080875843683476e-07 Stepsize:0.06871947673600004  Objective Value:82.30134801630193  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.208088875717481e-07 Stepsize:0.054975581388800036  Objective Value:82.30134802071117  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.208089908797039e-07 Stepsize:0.043980465111040035  Objective Value:82.30134802423862  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080907352608946e-07 Stepsize:0.03518437208883203  Objective Value:82.30134802706054  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.208091396431436e-07 Stepsize:0.028147497671065627  Objective Value:82.30134802931808  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080919253686786e-07 Stepsize:0.022517998136852502  Objective Value:82.30134803112414  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.20809234851783e-07 Stepsize:0.018014398509482003  Objective Value:82.30134803256897  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.208092687037481e-07 Stepsize:0.014411518807585602  Objective Value:82.30134803372484  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.208092957852918e-07 Stepsize:0.011529215046068483  Objective Value:82.30134803464952  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080931745051484e-07 Stepsize:0.009223372036854787  Objective Value:82.30134803538928  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080933478275696e-07 Stepsize:0.00737869762948383  Objective Value:82.30134803598109  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080934864852155e-07 Stepsize:0.005902958103587064  Objective Value:82.30134803645448  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.208093597410971e-07 Stepsize:0.004722366482869652  Objective Value:82.30134803683326  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080936861523424e-07 Stepsize:0.0037778931862957215  Objective Value:82.30134803713628  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.208093757144713e-07 Stepsize:0.0030223145490365774  Objective Value:82.30134803737866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080938139391236e-07 Stepsize:0.002417851639229262  Objective Value:82.30134803757257  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.2080938593740683e-07 Stepsize:0.0019342813113834097  Objective Value:82.3013480377277  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.208093895722313e-07 Stepsize:0.0015474250491067279  Objective Value:82.30134803785187  Decrease Error:0.0 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 4.926835497055086e-11 Stepsize:0.0018569100589280734  Objective Value:82.30134803785276  Decrease Error:8.952838470577262e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 4.9266327218944246e-11 Stepsize:0.0014855280471424588  Objective Value:82.30134803785262  Decrease Error:7.531752999057062e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 4.926470501341916e-11 Stepsize:0.0011884224377139672  Objective Value:82.30134803785243  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.926340723570067e-11 Stepsize:0.0009507379501711738  Objective Value:82.30134803785229  Decrease Error:4.263256414560601e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.9262368995653486e-11 Stepsize:0.0007605903601369392  Objective Value:82.30134803785222  Decrease Error:3.552713678800501e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.926153846608442e-11 Stepsize:0.0006084722881095514  Objective Value:82.30134803785216  Decrease Error:2.984279490192421e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.926087397943109e-11 Stepsize:0.00048677783048764115  Objective Value:82.30134803785208  Decrease Error:2.1316282072803006e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.9260342431528335e-11 Stepsize:0.00038942226439011294  Objective Value:82.30134803785204  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.925991716720222e-11 Stepsize:0.00031153781151209035  Objective Value:82.30134803785202  Decrease Error:1.5631940186722204e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.9259576973571374e-11 Stepsize:0.0002492302492096723  Objective Value:82.30134803785198  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.925930481108575e-11 Stepsize:0.00019938419936773785  Objective Value:82.30134803785197  Decrease Error:9.947598300641403e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.925908707406688e-11 Stepsize:0.0001595073594941903  Objective Value:82.30134803785195  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 4.925891291975188e-11 Stepsize:0.00012760588759535226  Objective Value:82.30134803785194  Decrease Error:7.105427357601002e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258773533598266e-11 Stepsize:0.00010208471007628181  Objective Value:82.3013480378519  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258662076344385e-11 Stepsize:8.166776806102545e-05  Objective Value:82.3013480378519  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 4.925857288123394e-11 Stepsize:6.533421444882036e-05  Objective Value:82.30134803785188  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 4.925850155036599e-11 Stepsize:5.2267371559056295e-05  Objective Value:82.3013480378519  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 4.925844448120353e-11 Stepsize:4.1813897247245036e-05  Objective Value:82.30134803785187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258398809504654e-11 Stepsize:3.345111779779603e-05  Objective Value:82.30134803785188  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 4.925836227443254e-11 Stepsize:2.6760894238236826e-05  Objective Value:82.30134803785188  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 4.925833306143086e-11 Stepsize:2.1408715390589462e-05  Objective Value:82.30134803785185  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258309668710197e-11 Stepsize:1.712697231247157e-05  Objective Value:82.30134803785182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 4.925829097003437e-11 Stepsize:1.3701577849977256e-05  Objective Value:82.30134803785185  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 4.925827601524417e-11 Stepsize:1.0961262279981805e-05  Objective Value:82.30134803785184  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 4.925826405122143e-11 Stepsize:8.769009823985445e-06  Objective Value:82.30134803785182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 4.925825445952621e-11 Stepsize:7.015207859188356e-06  Objective Value:82.30134803785187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258246813465675e-11 Stepsize:5.612166287350686e-06  Objective Value:82.30134803785187  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 4.9258240678723676e-11 Stepsize:4.489733029880549e-06  Objective Value:82.30134803785185  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 4.925823575555643e-11 Stepsize:3.5917864239044394e-06  Objective Value:82.30134803785188  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 4.925823186132245e-11 Stepsize:2.873429139123552e-06  Objective Value:82.30134803785185  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30134795208691  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30134775309281  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30134720583247  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30134579938112  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30134209180187  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30133241887448  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30130712659786  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30124136405676  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30107218391532  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.30064958851784  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29966895210087  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29775628817748  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.2951837212396  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.2935018221363  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29314842713957  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29312436631263  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29312386204022  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:82.29312385980595  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(121.6847894, dtype=float64), 'logtau': Array(5.01731761, dtype=float64), 'logamp': Array(-0.01752736, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.71817808, dtype=float64), 'logtau': Array(0.00692707, dtype=float64), 'logamp': Array(-0.01168504, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11992.854682547912
And log height: -82.29...
log-evidence is ~-85.15
Seems to have converged at iteration 53 / 64 with tolerance 5.35e-06 
::::::::::::::::::::::: 
Scanning at lag=108.89 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303537097918 Stepsize:1.0  Objective Value:89.09642739690386  Decrease Error:6.803303537097918 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303513584453 Stepsize:0.8  Objective Value:89.0964273733904  Decrease Error:6.803303513584453 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303494773942 Stepsize:0.6400000000000001  Objective Value:89.09642735457989  Decrease Error:6.803303494773942 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303479725642 Stepsize:0.5120000000000001  Objective Value:89.09642733953159  Decrease Error:6.803303479725642 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303467687115 Stepsize:0.40960000000000013  Objective Value:89.09642732749306  Decrease Error:6.803303467687115 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303458056391 Stepsize:0.32768000000000014  Objective Value:89.09642731786234  Decrease Error:6.803303458056391 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303450351805 Stepsize:0.2621440000000001  Objective Value:89.09642731015775  Decrease Error:6.803303450351805 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303444188174 Stepsize:0.2097152000000001  Objective Value:89.09642730399412  Decrease Error:6.803303444188174 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303439257306 Stepsize:0.1677721600000001  Objective Value:89.09642729906325  Decrease Error:6.803303439257306 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303435312628 Stepsize:0.13421772800000006  Objective Value:89.09642729511857  Decrease Error:6.803303435312628 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303432156866 Stepsize:0.10737418240000006  Objective Value:89.09642729196281  Decrease Error:6.803303432156866 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 6.80330342963228 Stepsize:0.08589934592000005  Objective Value:89.09642728943822  Decrease Error:6.80330342963228 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 6.8033034276125335 Stepsize:0.06871947673600004  Objective Value:89.09642728741848  Decrease Error:6.8033034276125335 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303425996845 Stepsize:0.054975581388800036  Objective Value:89.09642728580279  Decrease Error:6.803303425996845 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303424704268 Stepsize:0.043980465111040035  Objective Value:89.09642728451021  Decrease Error:6.803303424704268 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303423670158 Stepsize:0.03518437208883203  Objective Value:89.0964272834761  Decrease Error:6.803303423670158 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 6.8033034228429585 Stepsize:0.028147497671065627  Objective Value:89.0964272826489  Decrease Error:6.8033034228429585 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303422181131 Stepsize:0.022517998136852502  Objective Value:89.09642728198708  Decrease Error:6.803303422181131 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303421651663 Stepsize:0.018014398509482003  Objective Value:89.09642728145761  Decrease Error:6.803303421651663 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303421228108 Stepsize:0.014411518807585602  Objective Value:89.09642728103405  Decrease Error:6.803303421228108 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303420889264 Stepsize:0.011529215046068483  Objective Value:89.09642728069521  Decrease Error:6.803303420889264 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303420618249 Stepsize:0.009223372036854787  Objective Value:89.0964272804242  Decrease Error:6.803303420618249 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303420401349 Stepsize:0.00737869762948383  Objective Value:89.0964272802073  Decrease Error:6.803303420401349 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303420227849 Stepsize:0.005902958103587064  Objective Value:89.0964272800338  Decrease Error:6.803303420227849 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303420089065 Stepsize:0.004722366482869652  Objective Value:89.09642727989501  Decrease Error:6.803303420089065 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 6.80330341997805 Stepsize:0.0037778931862957215  Objective Value:89.096427279784  Decrease Error:6.80330341997805 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303419889218 Stepsize:0.0030223145490365774  Objective Value:89.09642727969516  Decrease Error:6.803303419889218 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 6.80330341981815 Stepsize:0.002417851639229262  Objective Value:89.0964272796241  Decrease Error:6.80330341981815 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303419761278 Stepsize:0.0019342813113834097  Objective Value:89.09642727956722  Decrease Error:6.803303419761278 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 6.803303419715817 Stepsize:0.0015474250491067279  Objective Value:89.09642727952176  Decrease Error:6.803303419715817 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.7231966609630486e-11 Stepsize:0.0018569100589280734  Objective Value:89.09642727952121  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.7889416387543028e-11 Stepsize:0.0014855280471424588  Objective Value:89.09642727952132  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.8415376132727963e-11 Stepsize:0.0011884224377139672  Objective Value:89.09642727952138  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.883614380825842e-11 Stepsize:0.0009507379501711738  Objective Value:89.09642727952149  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.917275771015831e-11 Stepsize:0.0007605903601369392  Objective Value:89.09642727952152  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.9442049465597676e-11 Stepsize:0.0006084722881095514  Objective Value:89.09642727952155  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.9657482273637975e-11 Stepsize:0.00048677783048764115  Objective Value:89.0964272795216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.982982930747204e-11 Stepsize:0.00038942226439011294  Objective Value:89.09642727952166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.996770604075013e-11 Stepsize:0.00031153781151209035  Objective Value:89.09642727952163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.007800739958992e-11 Stepsize:0.0002492302492096723  Objective Value:89.09642727952169  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.016624878142922e-11 Stepsize:0.00019938419936773785  Objective Value:89.09642727952169  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.023684280948894e-11 Stepsize:0.0001595073594941903  Objective Value:89.09642727952172  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.029331656623091e-11 Stepsize:0.00012760588759535226  Objective Value:89.0964272795217  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.033849635157242e-11 Stepsize:0.00010208471007628181  Objective Value:89.09642727952173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.037464000298515e-11 Stepsize:8.166776806102545e-05  Objective Value:89.09642727952175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.0403554248521855e-11 Stepsize:6.533421444882036e-05  Objective Value:89.09642727952173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.042668706051268e-11 Stepsize:5.2267371559056295e-05  Objective Value:89.09642727952175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.0445192763599684e-11 Stepsize:4.1813897247245036e-05  Objective Value:89.09642727952172  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.04599967531362e-11 Stepsize:3.345111779779603e-05  Objective Value:89.09642727952176  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.047184077587414e-11 Stepsize:2.6760894238236826e-05  Objective Value:89.09642727952176  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.048131521038961e-11 Stepsize:2.1408715390589462e-05  Objective Value:89.09642727952173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.0488895464088653e-11 Stepsize:1.712697231247157e-05  Objective Value:89.09642727952178  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.049495909174311e-11 Stepsize:1.3701577849977256e-05  Objective Value:89.09642727952179  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.04998102696606e-11 Stepsize:1.0961262279981805e-05  Objective Value:89.09642727952175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.050369136615459e-11 Stepsize:8.769009823985445e-06  Objective Value:89.09642727952176  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.0506796072249126e-11 Stepsize:7.015207859188356e-06  Objective Value:89.09642727952175  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.0509279250977956e-11 Stepsize:5.612166287350686e-06  Objective Value:89.09642727952173  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.0511266430929796e-11 Stepsize:4.489733029880549e-06  Objective Value:89.09642727952176  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.051285671665354e-11 Stepsize:3.5917864239044394e-06  Objective Value:89.09642727952178  Decrease Error:1.4210854715202004e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.0514127652321446e-11 Stepsize:2.873429139123552e-06  Objective Value:89.09642727952176  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642727904512  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642727281103  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642726129204  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642722626111  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642713939328  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642690710416  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.0964263037906  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642471938947  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09642057647669  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09640972946207  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09638137513548  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09630744542555  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.0961161677141  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.0956311888521  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09446381206827  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.09198611802084  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.08801907669059  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.08448810972953  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.08337057429546  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.08325879204614  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.08325477691784  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:89.0832547492307  Decrease Error:0.0 
Change of 0.01 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(108.8863892, dtype=float64), 'logtau': Array(4.96851113, dtype=float64), 'logamp': Array(-0.02900015, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.84799919, dtype=float64), 'logtau': Array(-0.01259571, dtype=float64), 'logamp': Array(-0.01933404, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11761.828449751942
And log height: -89.08...
log-evidence is ~-91.93
Seems to have converged at iteration 54 / 64 with tolerance 2.38e-05 
::::::::::::::::::::::: 
Scanning at lag=96.09 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 16.115906912318437 Stepsize:1.0  Objective Value:105.19916166154913  Decrease Error:16.115906912318437 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590592383122 Stepsize:0.8  Objective Value:105.19916067306191  Decrease Error:16.11590592383122 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 16.115905133045757 Stepsize:0.6400000000000001  Objective Value:105.19915988227645  Decrease Error:16.115905133045757 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590450042013 Stepsize:0.5120000000000001  Objective Value:105.19915924965082  Decrease Error:16.11590450042013 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590399432137 Stepsize:0.40960000000000013  Objective Value:105.19915874355208  Decrease Error:16.11590399432137 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 16.115903589443562 Stepsize:0.32768000000000014  Objective Value:105.19915833867427  Decrease Error:16.115903589443562 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 16.115903265541945 Stepsize:0.2621440000000001  Objective Value:105.19915801477265  Decrease Error:16.115903265541945 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 16.115903006421192 Stepsize:0.2097152000000001  Objective Value:105.1991577556519  Decrease Error:16.115903006421192 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902799124797 Stepsize:0.1677721600000001  Objective Value:105.1991575483555  Decrease Error:16.115902799124797 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902633287945 Stepsize:0.13421772800000006  Objective Value:105.19915738251865  Decrease Error:16.115902633287945 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590250061856 Stepsize:0.10737418240000006  Objective Value:105.19915724984926  Decrease Error:16.11590250061856 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 16.1159023944832 Stepsize:0.08589934592000005  Objective Value:105.1991571437139  Decrease Error:16.1159023944832 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902309574835 Stepsize:0.06871947673600004  Objective Value:105.19915705880554  Decrease Error:16.115902309574835 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902241648257 Stepsize:0.054975581388800036  Objective Value:105.19915699087896  Decrease Error:16.115902241648257 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590218730703 Stepsize:0.043980465111040035  Objective Value:105.19915693653773  Decrease Error:16.11590218730703 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590214383395 Stepsize:0.03518437208883203  Objective Value:105.19915689306465  Decrease Error:16.11590214383395 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590210905557 Stepsize:0.028147497671065627  Objective Value:105.19915685828627  Decrease Error:16.11590210905557 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902081232846 Stepsize:0.022517998136852502  Objective Value:105.19915683046355  Decrease Error:16.115902081232846 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902058974726 Stepsize:0.018014398509482003  Objective Value:105.19915680820543  Decrease Error:16.115902058974726 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590204116817 Stepsize:0.014411518807585602  Objective Value:105.19915679039887  Decrease Error:16.11590204116817 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590202692294 Stepsize:0.011529215046068483  Objective Value:105.19915677615364  Decrease Error:16.11590202692294 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902015526785 Stepsize:0.009223372036854787  Objective Value:105.19915676475749  Decrease Error:16.115902015526785 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 16.115902006409854 Stepsize:0.00737869762948383  Objective Value:105.19915675564056  Decrease Error:16.115902006409854 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 16.115901999116318 Stepsize:0.005902958103587064  Objective Value:105.19915674834702  Decrease Error:16.115901999116318 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590199328147 Stepsize:0.004722366482869652  Objective Value:105.19915674251217  Decrease Error:16.11590199328147 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 16.115901988613615 Stepsize:0.0037778931862957215  Objective Value:105.19915673784432  Decrease Error:16.115901988613615 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 16.1159019848793 Stepsize:0.0030223145490365774  Objective Value:105.19915673411  Decrease Error:16.1159019848793 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 16.11590198189188 Stepsize:0.002417851639229262  Objective Value:105.19915673112259  Decrease Error:16.11590198189188 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 16.1159019795019 Stepsize:0.0019342813113834097  Objective Value:105.1991567287326  Decrease Error:16.1159019795019 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 16.115901977589985 Stepsize:0.0015474250491067279  Objective Value:105.19915672682069  Decrease Error:16.115901977589985 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.868559553310164e-10 Stepsize:0.0018569100589280734  Objective Value:105.19915672680608  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 7.870419260507812e-10 Stepsize:0.0014855280471424588  Objective Value:105.19915672680898  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 7.871907032612219e-10 Stepsize:0.0011884224377139672  Objective Value:105.1991567268113  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 7.873097244888286e-10 Stepsize:0.0009507379501711738  Objective Value:105.1991567268131  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 7.874049414207696e-10 Stepsize:0.0007605903601369392  Objective Value:105.19915672681464  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 7.874811152631228e-10 Stepsize:0.0006084722881095514  Objective Value:105.19915672681583  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 7.875420539778634e-10 Stepsize:0.00048677783048764115  Objective Value:105.19915672681682  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 7.875908055893351e-10 Stepsize:0.00038942226439011294  Objective Value:105.19915672681756  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 7.876298062185044e-10 Stepsize:0.00031153781151209035  Objective Value:105.19915672681816  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 7.87661007280204e-10 Stepsize:0.0002492302492096723  Objective Value:105.19915672681866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 7.876859674302532e-10 Stepsize:0.00019938419936773785  Objective Value:105.19915672681906  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 7.877059361235645e-10 Stepsize:0.0001595073594941903  Objective Value:105.19915672681934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 7.877219111039634e-10 Stepsize:0.00012760588759535226  Objective Value:105.19915672681964  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 7.877346909066786e-10 Stepsize:0.00010208471007628181  Objective Value:105.1991567268198  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 7.877449156921067e-10 Stepsize:8.166776806102545e-05  Objective Value:105.19915672682004  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 7.877530940594867e-10 Stepsize:6.533421444882036e-05  Objective Value:105.19915672682009  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 7.877596372467027e-10 Stepsize:5.2267371559056295e-05  Objective Value:105.19915672682022  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 7.877648719509743e-10 Stepsize:4.1813897247245036e-05  Objective Value:105.1991567268203  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 7.877690598444958e-10 Stepsize:3.345111779779603e-05  Objective Value:105.19915672682039  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 7.877724097310532e-10 Stepsize:2.6760894238236826e-05  Objective Value:105.19915672682046  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 7.877750895603392e-10 Stepsize:2.1408715390589462e-05  Objective Value:105.19915672682048  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 7.877772342545379e-10 Stepsize:1.712697231247157e-05  Objective Value:105.19915672682056  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 7.877789491371142e-10 Stepsize:1.3701577849977256e-05  Objective Value:105.19915672682055  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 7.877803216015393e-10 Stepsize:1.0961262279981805e-05  Objective Value:105.19915672682053  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 7.877814194646591e-10 Stepsize:8.769009823985445e-06  Objective Value:105.19915672682062  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 7.877822973702632e-10 Stepsize:7.015207859188356e-06  Objective Value:105.19915672682058  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 7.87783000549911e-10 Stepsize:5.612166287350686e-06  Objective Value:105.19915672682056  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 7.877835613670372e-10 Stepsize:4.489733029880549e-06  Objective Value:105.19915672682065  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 7.877840115548843e-10 Stepsize:3.5917864239044394e-06  Objective Value:105.19915672682055  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 7.877843716658596e-10 Stepsize:2.873429139123552e-06  Objective Value:105.1991567268206  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19915640298667  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.199155310804  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19915269417407  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19914559675544  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.1991272496545  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19907893217396  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19895254472486  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19862103199091  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19775311242898  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.19548852352258  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.18965118745614  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.17509403756902  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.14173744446002  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.08050802185579  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.02041110276068  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.00350254083192  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.00138156563443  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.00125880282877  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.00125807510295  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:105.00125807146327  Decrease Error:0.0 
Change of 0.20 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(96.087989, dtype=float64), 'logtau': Array(4.83328543, dtype=float64), 'logamp': Array(-0.04084258, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-1.99138904, dtype=float64), 'logtau': Array(-0.06671056, dtype=float64), 'logamp': Array(-0.02723007, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11811.26594549155
And log height: -105.00...
log-evidence is ~-107.85
Seems to have converged at iteration 55 / 64 with tolerance 7.93e-06 
::::::::::::::::::::::: 
Scanning at lag=83.29 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 27.744045168446064 Stepsize:1.0  Objective Value:132.74530323990933  Decrease Error:27.744045168446064 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044923148977 Stepsize:0.8  Objective Value:132.74530299461225  Decrease Error:27.744044923148977 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044726912165 Stepsize:0.6400000000000001  Objective Value:132.74530279837543  Decrease Error:27.744044726912165 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404456992309 Stepsize:0.5120000000000001  Objective Value:132.74530264138636  Decrease Error:27.74404456992309 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404444433219 Stepsize:0.40960000000000013  Objective Value:132.74530251579546  Decrease Error:27.74404444433219 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044343859713 Stepsize:0.32768000000000014  Objective Value:132.74530241532298  Decrease Error:27.744044343859713 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044263481726 Stepsize:0.2621440000000001  Objective Value:132.745302334945  Decrease Error:27.744044263481726 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044199179513 Stepsize:0.2097152000000001  Objective Value:132.74530227064278  Decrease Error:27.744044199179513 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404414773778 Stepsize:0.1677721600000001  Objective Value:132.74530221920105  Decrease Error:27.74404414773778 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044106584425 Stepsize:0.13421772800000006  Objective Value:132.7453021780477  Decrease Error:27.744044106584425 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404407366174 Stepsize:0.10737418240000006  Objective Value:132.745302145125  Decrease Error:27.74404407366174 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 27.744044047323627 Stepsize:0.08589934592000005  Objective Value:132.7453021187869  Decrease Error:27.744044047323627 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404402625308 Stepsize:0.06871947673600004  Objective Value:132.74530209771635  Decrease Error:27.74404402625308 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404400939676 Stepsize:0.054975581388800036  Objective Value:132.74530208086003  Decrease Error:27.74404400939676 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043995911625 Stepsize:0.043980465111040035  Objective Value:132.7453020673749  Decrease Error:27.744043995911625 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043985123568 Stepsize:0.03518437208883203  Objective Value:132.74530205658684  Decrease Error:27.744043985123568 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404397649309 Stepsize:0.028147497671065627  Objective Value:132.74530204795636  Decrease Error:27.74404397649309 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043969588745 Stepsize:0.022517998136852502  Objective Value:132.745302041052  Decrease Error:27.744043969588745 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404396406524 Stepsize:0.018014398509482003  Objective Value:132.7453020355285  Decrease Error:27.74404396406524 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043959646376 Stepsize:0.014411518807585602  Objective Value:132.74530203110965  Decrease Error:27.744043959646376 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043956111426 Stepsize:0.011529215046068483  Objective Value:132.7453020275747  Decrease Error:27.744043956111426 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043953283352 Stepsize:0.009223372036854787  Objective Value:132.74530202474662  Decrease Error:27.744043953283352 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043951020927 Stepsize:0.00737869762948383  Objective Value:132.7453020224842  Decrease Error:27.744043951020927 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043949211004 Stepsize:0.005902958103587064  Objective Value:132.74530202067427  Decrease Error:27.744043949211004 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043947763004 Stepsize:0.004722366482869652  Objective Value:132.74530201922627  Decrease Error:27.744043947763004 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 27.74404394660465 Stepsize:0.0037778931862957215  Objective Value:132.74530201806792  Decrease Error:27.74404394660465 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043945677987 Stepsize:0.0030223145490365774  Objective Value:132.74530201714126  Decrease Error:27.744043945677987 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043944936664 Stepsize:0.002417851639229262  Objective Value:132.74530201639993  Decrease Error:27.744043944936664 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043944343645 Stepsize:0.0019342813113834097  Objective Value:132.7453020158069  Decrease Error:27.744043944343645 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 27.744043943869116 Stepsize:0.0015474250491067279  Objective Value:132.74530201533238  Decrease Error:27.744043943869116 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.205157511324523e-10 Stepsize:0.0018569100589280734  Objective Value:132.74530201532676  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.382747739922741e-10 Stepsize:0.0014855280471424588  Objective Value:132.74530201532792  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.5248199207654916e-10 Stepsize:0.0011884224377139672  Objective Value:132.74530201532872  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.6384776671744155e-10 Stepsize:0.0009507379501711738  Objective Value:132.74530201532946  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.7294038616994694e-10 Stepsize:0.0007605903601369392  Objective Value:132.74530201533003  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.802144815584789e-10 Stepsize:0.0006084722881095514  Objective Value:132.7453020153305  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.860337521880851e-10 Stepsize:0.00048677783048764115  Objective Value:132.74530201533088  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.906891778641204e-10 Stepsize:0.00038942226439011294  Objective Value:132.7453020153312  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.944135071942982e-10 Stepsize:0.00031153781151209035  Objective Value:132.74530201533136  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.9739297998257914e-10 Stepsize:0.0002492302492096723  Objective Value:132.74530201533165  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.9977655097073337e-10 Stepsize:0.00019938419936773785  Objective Value:132.74530201533182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.0168341528561983e-10 Stepsize:0.0001595073594941903  Objective Value:132.74530201533182  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.0320889674118497e-10 Stepsize:0.00012760588759535226  Objective Value:132.745302015332  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.044292914032481e-10 Stepsize:0.00010208471007628181  Objective Value:132.74530201533207  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.0540560635227305e-10 Stepsize:8.166776806102545e-05  Objective Value:132.74530201533213  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.0618665464688967e-10 Stepsize:6.533421444882036e-05  Objective Value:132.7453020153322  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.0681149347773935e-10 Stepsize:5.2267371559056295e-05  Objective Value:132.74530201533216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.073113623956988e-10 Stepsize:4.1813897247245036e-05  Objective Value:132.74530201533224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.0771126266918465e-10 Stepsize:3.345111779779603e-05  Objective Value:132.74530201533227  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.080311815652467e-10 Stepsize:2.6760894238236826e-05  Objective Value:132.74530201533233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.0828711355959405e-10 Stepsize:2.1408715390589462e-05  Objective Value:132.7453020153323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.084918622125221e-10 Stepsize:1.712697231247157e-05  Objective Value:132.7453020153323  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.0865566315148053e-10 Stepsize:1.3701577849977256e-05  Objective Value:132.74530201533233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.087866957060789e-10 Stepsize:1.0961262279981805e-05  Objective Value:132.74530201533233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.0889153328566867e-10 Stepsize:8.769009823985445e-06  Objective Value:132.74530201533233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.089753929626837e-10 Stepsize:7.015207859188356e-06  Objective Value:132.74530201533233  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.09042487838346e-10 Stepsize:5.612166287350686e-06  Objective Value:132.74530201533236  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.0909615909849054e-10 Stepsize:4.489733029880549e-06  Objective Value:132.74530201533238  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.091390986002712e-10 Stepsize:3.5917864239044394e-06  Objective Value:132.74530201533238  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.0917345252188834e-10 Stepsize:2.873429139123552e-06  Objective Value:132.74530201533236  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.137640859556441e-10 Stepsize:1.0  Objective Value:132.74530201027764  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.5412477317615845e-10 Stepsize:0.8  Objective Value:132.74530201127246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.864132358647517e-10 Stepsize:0.6400000000000001  Objective Value:132.7453020120741  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 4.1224395092731396e-10 Stepsize:0.5120000000000001  Objective Value:132.74530201271915  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 4.3290848740875623e-10 Stepsize:0.40960000000000013  Objective Value:132.74530201323756  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 4.494400937064022e-10 Stepsize:0.32768000000000014  Objective Value:132.74530201365383  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 4.626653646959693e-10 Stepsize:0.2621440000000001  Objective Value:132.74530201398778  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 4.732455717826583e-10 Stepsize:0.2097152000000001  Objective Value:132.74530201425557  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 4.817097318128029e-10 Stepsize:0.1677721600000001  Objective Value:132.74530201447027  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 4.884810558131733e-10 Stepsize:0.13421772800000006  Objective Value:132.74530201464222  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 4.938981128613284e-10 Stepsize:0.10737418240000006  Objective Value:132.74530201477995  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 4.982317565076309e-10 Stepsize:0.08589934592000005  Objective Value:132.74530201489023  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.01698670722652e-10 Stepsize:0.06871947673600004  Objective Value:132.74530201497856  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.044722017070666e-10 Stepsize:0.054975581388800036  Objective Value:132.74530201504922  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.066910255255926e-10 Stepsize:0.043980465111040035  Objective Value:132.74530201510578  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.084660847376227e-10 Stepsize:0.03518437208883203  Objective Value:132.74530201515105  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.098861320110238e-10 Stepsize:0.028147497671065627  Objective Value:132.74530201518738  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.110221692659596e-10 Stepsize:0.022517998136852502  Objective Value:132.74530201521634  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.119309992433806e-10 Stepsize:0.018014398509482003  Objective Value:132.74530201523953  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.126580631399365e-10 Stepsize:0.014411518807585602  Objective Value:132.74530201525815  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.13239714315457e-10 Stepsize:0.011529215046068483  Objective Value:132.74530201527296  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.137050352192816e-10 Stepsize:0.009223372036854787  Objective Value:132.74530201528484  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.140772918678024e-10 Stepsize:0.00737869762948383  Objective Value:132.74530201529433  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.143750971188564e-10 Stepsize:0.005902958103587064  Objective Value:132.74530201530192  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.146133413237654e-10 Stepsize:0.004722366482869652  Objective Value:132.745302015308  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.148039368218626e-10 Stepsize:0.0037778931862957215  Objective Value:132.7453020153128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.149564129641976e-10 Stepsize:0.0030223145490365774  Objective Value:132.74530201531675  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.150783942466943e-10 Stepsize:0.002417851639229262  Objective Value:132.74530201531985  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.151759791100614e-10 Stepsize:0.0019342813113834097  Objective Value:132.7453020153224  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.152540468909795e-10 Stepsize:0.0015474250491067279  Objective Value:132.74530201532443  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.558261315951602e-08 Stepsize:0.0018569100589280734  Objective Value:132.74530201484507  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.5631526028803093e-08 Stepsize:0.0014855280471424588  Objective Value:132.74530201494088  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.5670656326763303e-08 Stepsize:0.0011884224377139672  Objective Value:132.74530201501756  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.5701960553335352e-08 Stepsize:0.0009507379501711738  Objective Value:132.74530201507892  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.5727003941488516e-08 Stepsize:0.0007605903601369392  Objective Value:132.74530201512803  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.5747038634577077e-08 Stepsize:0.0006084722881095514  Objective Value:132.74530201516725  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.576306639485925e-08 Stepsize:0.00048677783048764115  Objective Value:132.7453020151987  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.5775888619911805e-08 Stepsize:0.00038942226439011294  Objective Value:132.7453020152238  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.5786146379614217e-08 Stepsize:0.00031153781151209035  Objective Value:132.7453020152439  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.5794352595269138e-08 Stepsize:0.0002492302492096723  Objective Value:132.74530201526002  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.580091756454047e-08 Stepsize:0.00019938419936773785  Objective Value:132.7453020152729  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.5806169539610588e-08 Stepsize:0.0001595073594941903  Objective Value:132.74530201528316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.581037112270245e-08 Stepsize:0.00012760588759535226  Objective Value:132.74530201529146  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.5813732388612154e-08 Stepsize:0.00010208471007628181  Objective Value:132.74530201529802  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.5816421403855267e-08 Stepsize:8.166776806102545e-05  Objective Value:132.7453020153033  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.581857260603173e-08 Stepsize:6.533421444882036e-05  Objective Value:132.74530201530752  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.582029357770419e-08 Stepsize:5.2267371559056295e-05  Objective Value:132.74530201531084  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.5821670349447676e-08 Stepsize:4.1813897247245036e-05  Objective Value:132.74530201531363  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.5822771775039033e-08 Stepsize:3.345111779779603e-05  Objective Value:132.74530201531564  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.5823652902458325e-08 Stepsize:2.6760894238236826e-05  Objective Value:132.74530201531746  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.582435782317214e-08 Stepsize:2.1408715390589462e-05  Objective Value:132.74530201531894  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.5824921739923976e-08 Stepsize:1.712697231247157e-05  Objective Value:132.74530201531994  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.582537288317e-08 Stepsize:1.3701577849977256e-05  Objective Value:132.74530201532085  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.5825733790220773e-08 Stepsize:1.0961262279981805e-05  Objective Value:132.7453020153216  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.5826022528004456e-08 Stepsize:8.769009823985445e-06  Objective Value:132.74530201532204  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.5826253513591016e-08 Stepsize:7.015207859188356e-06  Objective Value:132.74530201532264  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.5826438295901997e-08 Stepsize:5.612166287350686e-06  Objective Value:132.74530201532295  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.5826586121880885e-08 Stepsize:4.489733029880549e-06  Objective Value:132.7453020153232  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.582670439120751e-08 Stepsize:3.5917864239044394e-06  Objective Value:132.7453020153235  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.5826798999773282e-08 Stepsize:2.873429139123552e-06  Objective Value:132.74530201532366  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.7453015141278  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.7453010837827  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74529902550788  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74529454915935  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74528190184998  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74524968468432  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74516430314935  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74494123771206  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.7443544295826  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.74281164291736  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.73874353665497  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.72799831412394  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.69960989107915  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.6251303905015  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:132.4351015104072  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.99887482105348  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.37942463369072  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.18264812368508  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.16164700989708  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.1582835106892  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.15824000037082  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:131.158239949048  Decrease Error:0.0 
Change of 1.60 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(83.2895888, dtype=float64), 'logtau': Array(4.45145072, dtype=float64), 'logamp': Array(-0.04363072, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-2.15234831, dtype=float64), 'logtau': Array(-0.22030646, dtype=float64), 'logamp': Array(-0.0290892, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11013.422014456304
And log height: -131.16...
log-evidence is ~-133.97
Seems to have converged at iteration 56 / 64 with tolerance 4.40e-05 
::::::::::::::::::::::: 
Scanning at lag=70.49 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 10.515314233772898 Stepsize:1.0  Objective Value:141.67355418282085  Decrease Error:10.515314233772898 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 10.515314030684152 Stepsize:0.8  Objective Value:141.6735539797321  Decrease Error:10.515314030684152 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313868227366 Stepsize:0.6400000000000001  Objective Value:141.67355381727535  Decrease Error:10.515313868227366 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313738270834 Stepsize:0.5120000000000001  Objective Value:141.67355368731882  Decrease Error:10.515313738270834 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313634311497 Stepsize:0.40960000000000013  Objective Value:141.67355358335948  Decrease Error:10.515313634311497 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313551147642 Stepsize:0.32768000000000014  Objective Value:141.67355350019562  Decrease Error:10.515313551147642 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313484618872 Stepsize:0.2621440000000001  Objective Value:141.67355343366685  Decrease Error:10.515313484618872 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313431397317 Stepsize:0.2097152000000001  Objective Value:141.67355338044533  Decrease Error:10.515313431397317 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313388821141 Stepsize:0.1677721600000001  Objective Value:141.67355333786915  Decrease Error:10.515313388821141 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313354760849 Stepsize:0.13421772800000006  Objective Value:141.67355330380886  Decrease Error:10.515313354760849 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 10.5153133275129 Stepsize:0.10737418240000006  Objective Value:141.6735532765609  Decrease Error:10.5153133275129 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313305714926 Stepsize:0.08589934592000005  Objective Value:141.67355325476294  Decrease Error:10.515313305714926 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313288276559 Stepsize:0.06871947673600004  Objective Value:141.67355323732457  Decrease Error:10.515313288276559 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313274326104 Stepsize:0.054975581388800036  Objective Value:141.6735532233741  Decrease Error:10.515313274326104 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313263165694 Stepsize:0.043980465111040035  Objective Value:141.6735532122137  Decrease Error:10.515313263165694 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 10.51531325423747 Stepsize:0.03518437208883203  Objective Value:141.67355320328548  Decrease Error:10.51531325423747 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313247094866 Stepsize:0.028147497671065627  Objective Value:141.67355319614288  Decrease Error:10.515313247094866 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313241380824 Stepsize:0.022517998136852502  Objective Value:141.67355319042883  Decrease Error:10.515313241380824 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313236809703 Stepsize:0.018014398509482003  Objective Value:141.6735531858577  Decrease Error:10.515313236809703 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 10.51531323315271 Stepsize:0.014411518807585602  Objective Value:141.67355318220072  Decrease Error:10.51531323315271 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 10.51531323022715 Stepsize:0.011529215046068483  Objective Value:141.67355317927516  Decrease Error:10.51531323022715 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313227886708 Stepsize:0.009223372036854787  Objective Value:141.67355317693472  Decrease Error:10.515313227886708 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313226014399 Stepsize:0.00737869762948383  Objective Value:141.6735531750624  Decrease Error:10.515313226014399 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313224516376 Stepsize:0.005902958103587064  Objective Value:141.6735531735644  Decrease Error:10.515313224516376 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313223318117 Stepsize:0.004722366482869652  Objective Value:141.67355317236613  Decrease Error:10.515313223318117 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313222359481 Stepsize:0.0037778931862957215  Objective Value:141.6735531714075  Decrease Error:10.515313222359481 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313221592663 Stepsize:0.0030223145490365774  Objective Value:141.67355317064067  Decrease Error:10.515313221592663 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 10.51531322097901 Stepsize:0.002417851639229262  Objective Value:141.67355317002702  Decrease Error:10.51531322097901 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 10.515313220488196 Stepsize:0.0019342813113834097  Objective Value:141.6735531695362  Decrease Error:10.515313220488196 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 10.51531322009555 Stepsize:0.0015474250491067279  Objective Value:141.67355316914356  Decrease Error:10.51531322009555 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.383042920817169e-10 Stepsize:0.0018569100589280734  Objective Value:141.67355316911738  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 1.0381422355053362e-09 Stepsize:0.0014855280471424588  Objective Value:141.67355316912253  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 1.1180125554714394e-09 Stepsize:0.0011884224377139672  Objective Value:141.67355316912673  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 1.1819088228040503e-09 Stepsize:0.0009507379501711738  Objective Value:141.67355316913003  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 1.2330258421805965e-09 Stepsize:0.0007605903601369392  Objective Value:141.67355316913276  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 1.273919449013637e-09 Stepsize:0.0006084722881095514  Objective Value:141.67355316913475  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 1.3066343205833082e-09 Stepsize:0.00048677783048764115  Objective Value:141.6735531691366  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 1.3328062427025114e-09 Stepsize:0.00038942226439011294  Objective Value:141.67355316913796  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 1.3537437587192516e-09 Stepsize:0.00031153781151209035  Objective Value:141.6735531691391  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 1.370493789863792e-09 Stepsize:0.0002492302492096723  Objective Value:141.67355316914  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 1.383893813169384e-09 Stepsize:0.00019938419936773785  Objective Value:141.67355316914075  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 1.394613813292974e-09 Stepsize:0.0001595073594941903  Objective Value:141.67355316914126  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 1.403189822621117e-09 Stepsize:0.00012760588759535226  Objective Value:141.6735531691417  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 1.4100506359437442e-09 Stepsize:0.00010208471007628181  Objective Value:141.67355316914205  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 1.4155392765052131e-09 Stepsize:8.166776806102545e-05  Objective Value:141.67355316914237  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 1.419930188523418e-09 Stepsize:6.533421444882036e-05  Objective Value:141.67355316914265  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 1.4234429203633068e-09 Stepsize:5.2267371559056295e-05  Objective Value:141.67355316914274  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 1.4262531167748178e-09 Stepsize:4.1813897247245036e-05  Objective Value:141.67355316914302  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 1.4285012543097828e-09 Stepsize:3.345111779779603e-05  Objective Value:141.67355316914308  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 1.4302997883555434e-09 Stepsize:2.6760894238236826e-05  Objective Value:141.67355316914316  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 1.4317386009527121e-09 Stepsize:2.1408715390589462e-05  Objective Value:141.67355316914322  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 1.4328896494204068e-09 Stepsize:1.712697231247157e-05  Objective Value:141.67355316914328  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 1.4338104977518048e-09 Stepsize:1.3701577849977256e-05  Objective Value:141.67355316914342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 1.4345471827839004e-09 Stepsize:1.0961262279981805e-05  Objective Value:141.67355316914347  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 1.4351365088029832e-09 Stepsize:8.769009823985445e-06  Objective Value:141.67355316914342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 1.4356079777497658e-09 Stepsize:7.015207859188356e-06  Objective Value:141.67355316914342  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 1.4359851480635187e-09 Stepsize:5.612166287350686e-06  Objective Value:141.6735531691435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 1.4362868958666952e-09 Stepsize:4.489733029880549e-06  Objective Value:141.6735531691435  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 1.436528286202692e-09 Stepsize:3.5917864239044394e-06  Objective Value:141.67355316914353  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 1.4367214016644648e-09 Stepsize:2.873429139123552e-06  Objective Value:141.6735531691436  Decrease Error:2.842170943040401e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6735531669928  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67355315914574  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67355314079293  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6735530905431  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67355296118268  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67355262030833  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6735517300734  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67354939723188  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67354329259527  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67352731450373  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67348553681495  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67337654623748  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67309399656426  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.67237363285562  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6706149026109  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.666754165336  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6600532647044  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.65275155207428  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.64949686415184  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.64912343865535  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.64910778614532  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:141.6491075976172  Decrease Error:0.0 
Change of 0.03 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(70.4911886, dtype=float64), 'logtau': Array(4.37414522, dtype=float64), 'logamp': Array(-0.06194791, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-2.33688373, dtype=float64), 'logtau': Array(-0.25166178, dtype=float64), 'logamp': Array(-0.04130448, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10836.848751756828
And log height: -141.65...
log-evidence is ~-144.46
Seems to have converged at iteration 57 / 64 with tolerance 5.35e-05 
::::::::::::::::::::::: 
Scanning at lag=57.69 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.870925688540922 Stepsize:1.0  Objective Value:145.52003328615803  Decrease Error:3.870925688540922 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709231282641383 Stepsize:0.8  Objective Value:145.52003072588124  Decrease Error:3.8709231282641383 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.870921080071014 Stepsize:0.6400000000000001  Objective Value:145.52002867768815  Decrease Error:3.870921080071014 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709194415347383 Stepsize:0.5120000000000001  Objective Value:145.52002703915187  Decrease Error:3.8709194415347383 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709181307174276 Stepsize:0.40960000000000013  Objective Value:145.5200257283346  Decrease Error:3.8709181307174276 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.870917082070946 Stepsize:0.32768000000000014  Objective Value:145.5200246796881  Decrease Error:3.870917082070946 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.870916243158547 Stepsize:0.2621440000000001  Objective Value:145.5200238407757  Decrease Error:3.870916243158547 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709155720316915 Stepsize:0.2097152000000001  Objective Value:145.52002316964885  Decrease Error:3.8709155720316915 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709150351321 Stepsize:0.1677721600000001  Objective Value:145.52002263274926  Decrease Error:3.8709150351321 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.870914605613791 Stepsize:0.13421772800000006  Objective Value:145.52002220323098  Decrease Error:3.870914605613791 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709142619998715 Stepsize:0.10737418240000006  Objective Value:145.52002185961706  Decrease Error:3.8709142619998715 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913987109276 Stepsize:0.08589934592000005  Objective Value:145.52002158472646  Decrease Error:3.870913987109276 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709137671971234 Stepsize:0.06871947673600004  Objective Value:145.5200213648143  Decrease Error:3.8709137671971234 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913591267623 Stepsize:0.054975581388800036  Objective Value:145.5200211888848  Decrease Error:3.870913591267623 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913450524114 Stepsize:0.043980465111040035  Objective Value:145.5200210481413  Decrease Error:3.870913450524114 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913337929437 Stepsize:0.03518437208883203  Objective Value:145.52002093554663  Decrease Error:3.870913337929437 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913247853622 Stepsize:0.028147497671065627  Objective Value:145.5200208454708  Decrease Error:3.870913247853622 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.87091317579322 Stepsize:0.022517998136852502  Objective Value:145.5200207734104  Decrease Error:3.87091317579322 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709131181448413 Stepsize:0.018014398509482003  Objective Value:145.52002071576203  Decrease Error:3.8709131181448413 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709130720260987 Stepsize:0.014411518807585602  Objective Value:145.5200206696433  Decrease Error:3.8709130720260987 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.870913035131167 Stepsize:0.011529215046068483  Objective Value:145.52002063274836  Decrease Error:3.870913035131167 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709130056152503 Stepsize:0.009223372036854787  Objective Value:145.52002060323244  Decrease Error:3.8709130056152503 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709129820023804 Stepsize:0.00737869762948383  Objective Value:145.52002057961957  Decrease Error:3.8709129820023804 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709129631122323 Stepsize:0.005902958103587064  Objective Value:145.52002056072942  Decrease Error:3.8709129631122323 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.870912947999983 Stepsize:0.004722366482869652  Objective Value:145.52002054561717  Decrease Error:3.870912947999983 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.870912935910326 Stepsize:0.0037778931862957215  Objective Value:145.52002053352751  Decrease Error:3.870912935910326 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709129262385034 Stepsize:0.0030223145490365774  Objective Value:145.5200205238557  Decrease Error:3.8709129262385034 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.8709129185011193 Stepsize:0.002417851639229262  Objective Value:145.5200205161183  Decrease Error:3.8709129185011193 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.870912912311155 Stepsize:0.0019342813113834097  Objective Value:145.52002050992834  Decrease Error:3.870912912311155 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.870912907359184 Stepsize:0.0015474250491067279  Objective Value:145.52002050497637  Decrease Error:3.870912907359184 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.0287560344279018e-09 Stepsize:0.0018569100589280734  Objective Value:145.52002050493866  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.0289998078339177e-09 Stepsize:0.0014855280471424588  Objective Value:145.5200205049462  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.029194826707472e-09 Stepsize:0.0011884224377139672  Objective Value:145.5200205049523  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.029350841888986e-09 Stepsize:0.0009507379501711738  Objective Value:145.5200205049571  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.029475654690817e-09 Stepsize:0.0007605903601369392  Objective Value:145.520020504961  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.029575503696969e-09 Stepsize:0.0006084722881095514  Objective Value:145.52002050496404  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.0296553844468786e-09 Stepsize:0.00048677783048764115  Objective Value:145.52002050496645  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.029719286807929e-09 Stepsize:0.00038942226439011294  Objective Value:145.52002050496841  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.029770410650366e-09 Stepsize:0.00031153781151209035  Objective Value:145.52002050497015  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.0298113087790267e-09 Stepsize:0.0002492302492096723  Objective Value:145.52002050497126  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.0298440276424526e-09 Stepsize:0.00019938419936773785  Objective Value:145.5200205049723  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.0298702031695847e-09 Stepsize:0.0001595073594941903  Objective Value:145.5200205049732  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.029891143067485e-09 Stepsize:0.00012760588759535226  Objective Value:145.52002050497376  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299078951125217e-09 Stepsize:0.00010208471007628181  Objective Value:145.5200205049743  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.029921296559493e-09 Stepsize:8.166776806102545e-05  Objective Value:145.52002050497472  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.029932017106529e-09 Stepsize:6.533421444882036e-05  Objective Value:145.520020504975  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.029940594863496e-09 Stepsize:5.2267371559056295e-05  Objective Value:145.5200205049753  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.029947456013328e-09 Stepsize:4.1813897247245036e-05  Objective Value:145.52002050497555  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299529453289273e-09 Stepsize:3.345111779779603e-05  Objective Value:145.52002050497572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.029957336506968e-09 Stepsize:2.6760894238236826e-05  Objective Value:145.52002050497586  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.029960849809898e-09 Stepsize:2.1408715390589462e-05  Objective Value:145.52002050497603  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299636599264037e-09 Stepsize:1.712697231247157e-05  Objective Value:145.52002050497595  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299659091580207e-09 Stepsize:1.3701577849977256e-05  Objective Value:145.52002050497617  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.029967707649525e-09 Stepsize:1.0961262279981805e-05  Objective Value:145.52002050497615  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299691462164013e-09 Stepsize:8.769009823985445e-06  Objective Value:145.5200205049762  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299702981337758e-09 Stepsize:7.015207859188356e-06  Objective Value:145.52002050497623  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299712185773745e-09 Stepsize:5.612166287350686e-06  Objective Value:145.5200205049763  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.029971955296139e-09 Stepsize:4.489733029880549e-06  Objective Value:145.52002050497626  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.0299725449665954e-09 Stepsize:3.5917864239044394e-06  Objective Value:145.52002050497632  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.029973016221846e-09 Stepsize:2.873429139123552e-06  Objective Value:145.52002050497637  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.52001937387897  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.52001696241243  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.52001009884327  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.51999267237034  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.5199464854919  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.51982609656002  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.51951057255957  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.5186879481596  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.51655904071464  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.51117488008677  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.49831491009132  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.47149067675602  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.43084439441668  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.40247546414733  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.3970845039084  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.39660239441542  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.39658798307545  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:145.3965879180606  Decrease Error:0.0 
Change of 0.13 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(57.6927884, dtype=float64), 'logtau': Array(4.24192182, dtype=float64), 'logamp': Array(-0.07530617, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-2.55463101, dtype=float64), 'logtau': Array(-0.30558734, dtype=float64), 'logamp': Array(-0.05021466, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
11587.982352966199
And log height: -145.40...
log-evidence is ~-148.24
Seems to have converged at iteration 58 / 64 with tolerance 4.16e-05 
::::::::::::::::::::::: 
Scanning at lag=44.89 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 13.553795545938044 Stepsize:1.0  Objective Value:158.95038346399858  Decrease Error:13.553795545938044 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 13.553792151340389 Stepsize:0.8  Objective Value:158.95038006940095  Decrease Error:13.553792151340389 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 13.553789435675498 Stepsize:0.6400000000000001  Objective Value:158.95037735373606  Decrease Error:13.553789435675498 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 13.55378726315223 Stepsize:0.5120000000000001  Objective Value:158.9503751812128  Decrease Error:13.55378726315223 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 13.553785525139034 Stepsize:0.40960000000000013  Objective Value:158.9503734431996  Decrease Error:13.553785525139034 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 13.553784134731984 Stepsize:0.32768000000000014  Objective Value:158.95037205279255  Decrease Error:13.553784134731984 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 13.553783022408709 Stepsize:0.2621440000000001  Objective Value:158.9503709404693  Decrease Error:13.553783022408709 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 13.553782132551362 Stepsize:0.2097152000000001  Objective Value:158.95037005061195  Decrease Error:13.553782132551362 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 13.553781420666468 Stepsize:0.1677721600000001  Objective Value:158.95036933872706  Decrease Error:13.553781420666468 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 13.553780851159075 Stepsize:0.13421772800000006  Objective Value:158.95036876921966  Decrease Error:13.553780851159075 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 13.553780395553616 Stepsize:0.10737418240000006  Objective Value:158.9503683136142  Decrease Error:13.553780395553616 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 13.553780031069522 Stepsize:0.08589934592000005  Objective Value:158.9503679491301  Decrease Error:13.553780031069522 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 13.553779739482394 Stepsize:0.06871947673600004  Objective Value:158.95036765754298  Decrease Error:13.553779739482394 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 13.553779506212749 Stepsize:0.054975581388800036  Objective Value:158.95036742427334  Decrease Error:13.553779506212749 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 13.553779319597027 Stepsize:0.043980465111040035  Objective Value:158.95036723765762  Decrease Error:13.553779319597027 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 13.55377917030458 Stepsize:0.03518437208883203  Objective Value:158.95036708836517  Decrease Error:13.55377917030458 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 13.553779050870617 Stepsize:0.028147497671065627  Objective Value:158.9503669689312  Decrease Error:13.553779050870617 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778955323509 Stepsize:0.022517998136852502  Objective Value:158.9503668733841  Decrease Error:13.553778955323509 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778878885794 Stepsize:0.018014398509482003  Objective Value:158.95036679694638  Decrease Error:13.553778878885794 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778817735719 Stepsize:0.014411518807585602  Objective Value:158.9503667357963  Decrease Error:13.553778817735719 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778768815533 Stepsize:0.011529215046068483  Objective Value:158.95036668687612  Decrease Error:13.553778768815533 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778729679351 Stepsize:0.009223372036854787  Objective Value:158.95036664773994  Decrease Error:13.553778729679351 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778698370479 Stepsize:0.00737869762948383  Objective Value:158.95036661643107  Decrease Error:13.553778698370479 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778673323478 Stepsize:0.005902958103587064  Objective Value:158.95036659138407  Decrease Error:13.553778673323478 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778653285718 Stepsize:0.004722366482869652  Objective Value:158.9503665713463  Decrease Error:13.553778653285718 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778637255675 Stepsize:0.0037778931862957215  Objective Value:158.95036655531626  Decrease Error:13.553778637255675 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778624431487 Stepsize:0.0030223145490365774  Objective Value:158.95036654249208  Decrease Error:13.553778624431487 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778614172188 Stepsize:0.002417851639229262  Objective Value:158.95036653223278  Decrease Error:13.553778614172188 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778605964823 Stepsize:0.0019342813113834097  Objective Value:158.9503665240254  Decrease Error:13.553778605964823 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 13.553778599398896 Stepsize:0.0015474250491067279  Objective Value:158.95036651745949  Decrease Error:13.553778599398896 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 2.7767740862883214e-09 Stepsize:0.0018569100589280734  Objective Value:158.9503665174077  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.7789506528193157e-09 Stepsize:0.0014855280471424588  Objective Value:158.9503665174181  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 2.7806919035989467e-09 Stepsize:0.0011884224377139672  Objective Value:158.95036651742637  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 2.782084905062908e-09 Stepsize:0.0009507379501711738  Objective Value:158.95036651743288  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 2.7831993072261223e-09 Stepsize:0.0007605903601369392  Objective Value:158.95036651743825  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 2.784090828214015e-09 Stepsize:0.0006084722881095514  Objective Value:158.95036651744246  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 2.7848040441044416e-09 Stepsize:0.00048677783048764115  Objective Value:158.9503665174459  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 2.785374618860504e-09 Stepsize:0.00038942226439011294  Objective Value:158.95036651744863  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 2.7858310766216326e-09 Stepsize:0.00031153781151209035  Objective Value:158.95036651745076  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 2.786196243448531e-09 Stepsize:0.0002492302492096723  Objective Value:158.95036651745244  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 2.786488377224468e-09 Stepsize:0.00019938419936773785  Objective Value:158.95036651745397  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 2.7867220826405986e-09 Stepsize:0.0001595073594941903  Objective Value:158.95036651745497  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 2.7869090467458205e-09 Stepsize:0.00012760588759535226  Objective Value:158.9503665174559  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 2.7870586211633424e-09 Stepsize:0.00010208471007628181  Objective Value:158.95036651745662  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 2.787178279163214e-09 Stepsize:8.166776806102545e-05  Objective Value:158.9503665174572  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 2.787274006490104e-09 Stepsize:6.533421444882036e-05  Objective Value:158.9503665174576  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 2.7873505867253126e-09 Stepsize:5.2267371559056295e-05  Objective Value:158.95036651745795  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 2.7874118504635356e-09 Stepsize:4.1813897247245036e-05  Objective Value:158.95036651745826  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 2.787460863449046e-09 Stepsize:3.345111779779603e-05  Objective Value:158.95036651745852  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 2.787500074515081e-09 Stepsize:2.6760894238236826e-05  Objective Value:158.95036651745863  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 2.7875314403213005e-09 Stepsize:2.1408715390589462e-05  Objective Value:158.95036651745886  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 2.787556534424528e-09 Stepsize:1.712697231247157e-05  Objective Value:158.95036651745895  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 2.7875766107316814e-09 Stepsize:1.3701577849977256e-05  Objective Value:158.95036651745906  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 2.787592669744525e-09 Stepsize:1.0961262279981805e-05  Objective Value:158.95036651745912  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 2.787605519139467e-09 Stepsize:8.769009823985445e-06  Objective Value:158.95036651745923  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 2.787615797267642e-09 Stepsize:7.015207859188356e-06  Objective Value:158.9503665174592  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 2.787624018284825e-09 Stepsize:5.612166287350686e-06  Objective Value:158.95036651745932  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 2.7876305975488682e-09 Stepsize:4.489733029880549e-06  Objective Value:158.95036651745934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 2.7876358608354196e-09 Stepsize:3.5917864239044394e-06  Objective Value:158.95036651745934  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 2.7876400703045644e-09 Stepsize:2.873429139123552e-06  Objective Value:158.95036651745934  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95036599669328  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95036320833202  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95035730347433  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95034042706317  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95029762258696  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.95018402657234  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.9498875642611  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.9491081234664  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.9470622332693  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.94168397398923  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.92756977811297  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.8907937123951  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.7971459622195  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.57313611403788  Decrease Error:0.0 
16
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:158.13336986543092  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.72334364304  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.65204455979222  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.6429072519686  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.64218583968952  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.64218331345248  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:157.6421833076015  Decrease Error:0.0 
Change of 1.34 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(44.8943882, dtype=float64), 'logtau': Array(3.85324362, dtype=float64), 'logamp': Array(-0.07962691, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-2.82254482, dtype=float64), 'logtau': Array(-0.46700923, dtype=float64), 'logamp': Array(-0.05309708, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
12103.095629724408
And log height: -157.64...
log-evidence is ~-160.50
Seems to have converged at iteration 59 / 64 with tolerance 1.75e-05 
::::::::::::::::::::::: 
Scanning at lag=32.10 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 8.686716907451682 Stepsize:1.0  Objective Value:166.32890021505318  Decrease Error:8.686716907451682 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 8.686717346049392 Stepsize:0.8  Objective Value:166.3289006536509  Decrease Error:8.686717346049392 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 8.686717696929975 Stepsize:0.6400000000000001  Objective Value:166.32890100453147  Decrease Error:8.686717696929975 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 8.686717977635908 Stepsize:0.5120000000000001  Objective Value:166.3289012852374  Decrease Error:8.686717977635908 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718202201774 Stepsize:0.40960000000000013  Objective Value:166.32890150980327  Decrease Error:8.686718202201774 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 8.68671838185503 Stepsize:0.32768000000000014  Objective Value:166.32890168945653  Decrease Error:8.68671838185503 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718525578044 Stepsize:0.2621440000000001  Objective Value:166.32890183317954  Decrease Error:8.686718525578044 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 8.68671864055679 Stepsize:0.2097152000000001  Objective Value:166.3289019481583  Decrease Error:8.68671864055679 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718732539731 Stepsize:0.1677721600000001  Objective Value:166.32890204014123  Decrease Error:8.686718732539731 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718806126322 Stepsize:0.13421772800000006  Objective Value:166.32890211372782  Decrease Error:8.686718806126322 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718864995726 Stepsize:0.10737418240000006  Objective Value:166.32890217259722  Decrease Error:8.686718864995726 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 8.68671891209118 Stepsize:0.08589934592000005  Objective Value:166.32890221969268  Decrease Error:8.68671891209118 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718949767709 Stepsize:0.06871947673600004  Objective Value:166.3289022573692  Decrease Error:8.686718949767709 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 8.686718979908846 Stepsize:0.054975581388800036  Objective Value:166.32890228751035  Decrease Error:8.686718979908846 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719004021825 Stepsize:0.043980465111040035  Objective Value:166.32890231162332  Decrease Error:8.686719004021825 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719023312207 Stepsize:0.03518437208883203  Objective Value:166.3289023309137  Decrease Error:8.686719023312207 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719038744485 Stepsize:0.028147497671065627  Objective Value:166.32890234634598  Decrease Error:8.686719038744485 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719051090364 Stepsize:0.022517998136852502  Objective Value:166.32890235869186  Decrease Error:8.686719051090364 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719060967022 Stepsize:0.018014398509482003  Objective Value:166.32890236856852  Decrease Error:8.686719060967022 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719068868314 Stepsize:0.014411518807585602  Objective Value:166.3289023764698  Decrease Error:8.686719068868314 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719075189416 Stepsize:0.011529215046068483  Objective Value:166.32890238279091  Decrease Error:8.686719075189416 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719080246206 Stepsize:0.009223372036854787  Objective Value:166.3289023878477  Decrease Error:8.686719080246206 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 8.68671908429178 Stepsize:0.00737869762948383  Objective Value:166.32890239189328  Decrease Error:8.68671908429178 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 8.68671908752819 Stepsize:0.005902958103587064  Objective Value:166.3289023951297  Decrease Error:8.68671908752819 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719090117293 Stepsize:0.004722366482869652  Objective Value:166.3289023977188  Decrease Error:8.686719090117293 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719092188468 Stepsize:0.0037778931862957215  Objective Value:166.32890239978997  Decrease Error:8.686719092188468 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719093845653 Stepsize:0.0030223145490365774  Objective Value:166.32890240144715  Decrease Error:8.686719093845653 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719095171242 Stepsize:0.002417851639229262  Objective Value:166.32890240277274  Decrease Error:8.686719095171242 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719096231798 Stepsize:0.0019342813113834097  Objective Value:166.3289024038333  Decrease Error:8.686719096231798 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 8.686719097080157 Stepsize:0.0015474250491067279  Objective Value:166.32890240468166  Decrease Error:8.686719097080157 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 3.1909426280391804e-10 Stepsize:0.0018569100589280734  Objective Value:166.32890240468748  Decrease Error:5.8264504332328215e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 3.188613184539684e-10 Stepsize:0.0014855280471424588  Objective Value:166.32890240468632  Decrease Error:4.661160346586257e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 3.1867496377878755e-10 Stepsize:0.0011884224377139672  Objective Value:166.32890240468532  Decrease Error:3.666400516522117e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 3.185258799288674e-10 Stepsize:0.0009507379501711738  Objective Value:166.32890240468464  Decrease Error:2.9842794901924208e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 3.1840661251282864e-10 Stepsize:0.0007605903601369392  Objective Value:166.32890240468404  Decrease Error:2.3874235921539366e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 3.1831119879480517e-10 Stepsize:0.0006084722881095514  Objective Value:166.3289024046835  Decrease Error:1.8474111129762605e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 3.1823486734672557e-10 Stepsize:0.00048677783048764115  Objective Value:166.3289024046832  Decrease Error:1.5347723092418164e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 3.1817380255960113e-10 Stepsize:0.00038942226439011294  Objective Value:166.32890240468285  Decrease Error:1.1937117960769683e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 3.181249507949537e-10 Stepsize:0.00031153781151209035  Objective Value:166.3289024046826  Decrease Error:9.379164112033322e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 3.180858693402065e-10 Stepsize:0.0002492302492096723  Objective Value:166.32890240468242  Decrease Error:7.673861546209082e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 3.180546038853682e-10 Stepsize:0.00019938419936773785  Objective Value:166.32890240468222  Decrease Error:5.684341886080801e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 3.180295915496191e-10 Stepsize:0.0001595073594941903  Objective Value:166.3289024046821  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 3.1800958213773994e-10 Stepsize:0.00012760588759535226  Objective Value:166.32890240468203  Decrease Error:3.694822225952521e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 3.1799357402818847e-10 Stepsize:0.00010208471007628181  Objective Value:166.32890240468197  Decrease Error:3.126388037344441e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 3.1798076836216924e-10 Stepsize:8.166776806102545e-05  Objective Value:166.32890240468186  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 3.1797052293963046e-10 Stepsize:6.533421444882036e-05  Objective Value:166.3289024046818  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 3.179623274977603e-10 Stepsize:5.2267371559056295e-05  Objective Value:166.32890240468177  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 3.179557702633499e-10 Stepsize:4.1813897247245036e-05  Objective Value:166.32890240468174  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 3.179505247695726e-10 Stepsize:3.345111779779603e-05  Objective Value:166.32890240468168  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 3.17946328802133e-10 Stepsize:2.6760894238236826e-05  Objective Value:166.32890240468174  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 3.1794297188859027e-10 Stepsize:2.1408715390589462e-05  Objective Value:166.32890240468174  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 3.179402856015251e-10 Stepsize:1.712697231247157e-05  Objective Value:166.32890240468166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 3.179381376970715e-10 Stepsize:1.3701577849977256e-05  Objective Value:166.32890240468166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 3.179364189791301e-10 Stepsize:1.0961262279981805e-05  Objective Value:166.32890240468163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 3.179350437228844e-10 Stepsize:8.769009823985445e-06  Objective Value:166.32890240468163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 3.179339432390446e-10 Stepsize:7.015207859188356e-06  Objective Value:166.32890240468163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 3.17933063469968e-10 Stepsize:5.612166287350686e-06  Objective Value:166.32890240468166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 3.179323596126939e-10 Stepsize:4.489733029880549e-06  Objective Value:166.32890240468166  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 3.179317964696152e-10 Stepsize:3.5917864239044394e-06  Objective Value:166.32890240468163  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 3.179313448977163e-10 Stepsize:2.873429139123552e-06  Objective Value:166.32890240468168  Decrease Error:2.842170943040401e-14 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32890234713872  Decrease Error:0.0 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32890206513505  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32890145517337  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.3288997293171  Decrease Error:0.0 
6
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32889534096458  Decrease Error:0.0 
7
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32888372889929  Decrease Error:0.0 
8
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32885348364718  Decrease Error:0.0 
9
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.3287743081899  Decrease Error:0.0 
10
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32856787735787  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32803140390888  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32665129399277  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.32318582593624  Decrease Error:0.0 
14
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.31499760821896  Decrease Error:0.0 
15
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.29824237236048  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.272393877679  Decrease Error:0.0 
17
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.246463655352  Decrease Error:0.0 
18
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.23486957051918  Decrease Error:0.0 
19
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.2338465776089  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.23380645147873  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:166.23380616302492  Decrease Error:0.0 
Change of 0.09 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(32.095988, dtype=float64), 'logtau': Array(3.9234661, dtype=float64), 'logamp': Array(-0.09640921, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-3.1749337, dtype=float64), 'logtau': Array(-0.43745898, dtype=float64), 'logamp': Array(-0.06429494, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
10727.704230850462
And log height: -166.23...
log-evidence is ~-169.04
Seems to have converged at iteration 60 / 64 with tolerance 1.36e-05 
::::::::::::::::::::::: 
Scanning at lag=19.30 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 39.348447694241344 Stepsize:1.0  Objective Value:205.58225385726627  Decrease Error:39.348447694241344 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 39.348447773879485 Stepsize:0.8  Objective Value:205.5822539369044  Decrease Error:39.348447773879485 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 39.348447837592516 Stepsize:0.6400000000000001  Objective Value:205.58225400061744  Decrease Error:39.348447837592516 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844788856441 Stepsize:0.5120000000000001  Objective Value:205.58225405158933  Decrease Error:39.34844788856441 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844792934271 Stepsize:0.40960000000000013  Objective Value:205.58225409236763  Decrease Error:39.34844792934271 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844796196592 Stepsize:0.32768000000000014  Objective Value:205.58225412499084  Decrease Error:39.34844796196592 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844798806506 Stepsize:0.2621440000000001  Objective Value:205.58225415108998  Decrease Error:39.34844798806506 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844800894456 Stepsize:0.2097152000000001  Objective Value:205.58225417196948  Decrease Error:39.34844800894456 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448025648196 Stepsize:0.1677721600000001  Objective Value:205.58225418867312  Decrease Error:39.348448025648196 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844803901123 Stepsize:0.13421772800000006  Objective Value:205.58225420203615  Decrease Error:39.34844803901123 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448049701716 Stepsize:0.10737418240000006  Objective Value:205.58225421272664  Decrease Error:39.348448049701716 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844805825432 Stepsize:0.08589934592000005  Objective Value:205.58225422127924  Decrease Error:39.34844805825432 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844806509625 Stepsize:0.06871947673600004  Objective Value:205.58225422812117  Decrease Error:39.34844806509625 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844807056996 Stepsize:0.054975581388800036  Objective Value:205.58225423359488  Decrease Error:39.34844807056996 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844807494869 Stepsize:0.043980465111040035  Objective Value:205.58225423797361  Decrease Error:39.34844807494869 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844807845187 Stepsize:0.03518437208883203  Objective Value:205.5822542414768  Decrease Error:39.34844807845187 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844808125442 Stepsize:0.028147497671065627  Objective Value:205.58225424427934  Decrease Error:39.34844808125442 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844808349641 Stepsize:0.022517998136852502  Objective Value:205.58225424652133  Decrease Error:39.34844808349641 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844808529007 Stepsize:0.018014398509482003  Objective Value:205.582254248315  Decrease Error:39.34844808529007 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844808672486 Stepsize:0.014411518807585602  Objective Value:205.58225424974978  Decrease Error:39.34844808672486 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844808787287 Stepsize:0.011529215046068483  Objective Value:205.5822542508978  Decrease Error:39.34844808787287 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448088791116 Stepsize:0.009223372036854787  Objective Value:205.58225425181604  Decrease Error:39.348448088791116 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448089525704 Stepsize:0.00737869762948383  Objective Value:205.58225425255063  Decrease Error:39.348448089525704 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844809011352 Stepsize:0.005902958103587064  Objective Value:205.58225425313844  Decrease Error:39.34844809011352 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 39.3484480905837 Stepsize:0.004722366482869652  Objective Value:205.58225425360862  Decrease Error:39.3484480905837 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448090959806 Stepsize:0.0037778931862957215  Objective Value:205.58225425398473  Decrease Error:39.348448090959806 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844809126079 Stepsize:0.0030223145490365774  Objective Value:205.58225425428571  Decrease Error:39.34844809126079 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844809150141 Stepsize:0.002417851639229262  Objective Value:205.58225425452633  Decrease Error:39.34844809150141 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 39.34844809169408 Stepsize:0.0019342813113834097  Objective Value:205.582254254719  Decrease Error:39.34844809169408 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 39.348448091848155 Stepsize:0.0015474250491067279  Objective Value:205.58225425487308  Decrease Error:39.348448091848155 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 7.921830433842679e-08 Stepsize:0.0018569100589280734  Objective Value:205.5822542549363  Decrease Error:6.323830348264892e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 2.1065530487729235e-08 Stepsize:0.0014855280471424588  Objective Value:205.58225425488052  Decrease Error:7.474909580196254e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0011884224377139672  Objective Value:205.58225425485134  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 5.785104040884316e-11 Stepsize:0.0014261069252567607  Objective Value:205.58225425485222  Decrease Error:8.810729923425242e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 5.7840862914424874e-11 Stepsize:0.0011408855402054085  Objective Value:205.58225425485193  Decrease Error:5.968558980384842e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 5.783272097115565e-11 Stepsize:0.0009127084321643268  Objective Value:205.58225425485188  Decrease Error:5.400124791776761e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 5.7826207069256766e-11 Stepsize:0.0007301667457314615  Objective Value:205.58225425485176  Decrease Error:4.263256414560601e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 5.782099620049229e-11 Stepsize:0.0005841333965851692  Objective Value:205.5822542548516  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 5.781682736690612e-11 Stepsize:0.0004673067172681354  Objective Value:205.5822542548516  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 5.781349248977256e-11 Stepsize:0.00037384537381450836  Objective Value:205.5822542548516  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 5.7810824398669147e-11 Stepsize:0.00029907629905160673  Objective Value:205.58225425485156  Decrease Error:2.2737367544323206e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 5.780869003827239e-11 Stepsize:0.0002392610392412854  Objective Value:205.5822542548516  Decrease Error:2.5579538487363607e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 5.780698246389644e-11 Stepsize:0.00019140883139302832  Objective Value:205.58225425485145  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 5.780561642675735e-11 Stepsize:0.00015312706511442267  Objective Value:205.58225425485142  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 5.7804523735620666e-11 Stepsize:0.00012250165209153814  Objective Value:205.5822542548514  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 5.780364948242262e-11 Stepsize:9.800132167323052e-05  Objective Value:205.58225425485136  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 5.7802950111034994e-11 Stepsize:7.840105733858443e-05  Objective Value:205.58225425485134  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 5.780239052718872e-11 Stepsize:6.272084587086754e-05  Objective Value:205.58225425485142  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 5.7801942961755654e-11 Stepsize:5.0176676696694036e-05  Objective Value:205.5822542548514  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 5.7801584976833024e-11 Stepsize:4.014134135735523e-05  Objective Value:205.5822542548514  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 5.780129850012587e-11 Stepsize:3.211307308588419e-05  Objective Value:205.58225425485148  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 5.7801069237106166e-11 Stepsize:2.5690458468707354e-05  Objective Value:205.58225425485136  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 5.7800885813815504e-11 Stepsize:2.0552366774965883e-05  Objective Value:205.5822542548513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 5.78007391144853e-11 Stepsize:1.6441893419972708e-05  Objective Value:205.58225425485145  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 5.780062181736277e-11 Stepsize:1.3153514735978166e-05  Objective Value:205.58225425485142  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 5.780052793053683e-11 Stepsize:1.0522811788782534e-05  Objective Value:205.58225425485142  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 5.78004529528744e-11 Stepsize:8.418249431026028e-06  Objective Value:205.58225425485136  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 5.7800392810147016e-11 Stepsize:6.734599544820823e-06  Objective Value:205.58225425485136  Decrease Error:2.842170943040401e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 5.780034462583078e-11 Stepsize:5.387679635856659e-06  Objective Value:205.58225425485128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 5.78003063331653e-11 Stepsize:4.310143708685327e-06  Objective Value:205.58225425485128  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 5.780027552657701e-11 Stepsize:3.448114966948262e-06  Objective Value:205.5822542548513  Decrease Error:0.0 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 5.7800251054101095e-11 Stepsize:2.7584919735586097e-06  Objective Value:205.5822542548514  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 5.780023125385892e-11 Stepsize:2.2067935788468877e-06  Objective Value:205.58225425485136  Decrease Error:2.842170943040401e-14 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.5822542370705  Decrease Error:0.0 
4
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58225420572114  Decrease Error:0.0 
5
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.5822541083501  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58225386864368  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58225322589695  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58225155859463  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58224717921982  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58223573289746  Decrease Error:0.0 
11
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58220576719447  Decrease Error:0.0 
12
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58212740139493  Decrease Error:0.0 
13
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.5819225266004  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.58138751108154  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.57999280879676  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.57636914719154  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.5670152418283  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.54319503801358  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.4843305481647  Decrease Error:0.0 
20
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.34839568096015  Decrease Error:0.0 
21
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:205.07475694782852  Decrease Error:0.0 
22
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:204.61511540693436  Decrease Error:0.0 
23
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:203.88020285708544  Decrease Error:0.0 
24
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:203.0064705745194  Decrease Error:0.0 
25
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:202.9943742729569  Decrease Error:0.0 
26
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:202.9908660570482  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:202.9907358849763  Decrease Error:0.0 
28
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:202.99073567527262  Decrease Error:0.0 
Change of 2.68 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(19.2975878, dtype=float64), 'logtau': Array(3.21101094, dtype=float64), 'logamp': Array(-0.06307819, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-3.70021394, dtype=float64), 'logtau': Array(-0.74871622, dtype=float64), 'logamp': Array(-0.04205833, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
7197.11085255867
And log height: -202.99...
log-evidence is ~-205.59
Seems to have converged at iteration 61 / 64 with tolerance 6.19e-05 
::::::::::::::::::::::: 
Scanning at lag=6.50 ... 
0
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.706387707011487 Stepsize:1.0  Objective Value:203.69712338228402  Decrease Error:0.706387707011487 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063890347459676 Stepsize:0.8  Objective Value:203.69712471001853  Decrease Error:0.7063890347459676 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063900969603765 Stepsize:0.6400000000000001  Objective Value:203.69712577223294  Decrease Error:0.7063900969603765 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063909467491385 Stepsize:0.5120000000000001  Objective Value:203.6971266220217  Decrease Error:0.7063909467491385 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063916265911416 Stepsize:0.40960000000000013  Objective Value:203.69712730186373  Decrease Error:0.7063916265911416 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063921704717302 Stepsize:0.32768000000000014  Objective Value:203.69712784574432  Decrease Error:0.7063921704717302 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063926055807599 Stepsize:0.2621440000000001  Objective Value:203.69712828085335  Decrease Error:0.7063926055807599 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063929536708713 Stepsize:0.2097152000000001  Objective Value:203.69712862894346  Decrease Error:0.7063929536708713 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063932321447055 Stepsize:0.1677721600000001  Objective Value:203.6971289074173  Decrease Error:0.7063932321447055 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 0.706393454924978 Stepsize:0.13421772800000006  Objective Value:203.6971291301976  Decrease Error:0.706393454924978 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063936331499576 Stepsize:0.10737418240000006  Objective Value:203.69712930842257  Decrease Error:0.7063936331499576 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063937757304473 Stepsize:0.08589934592000005  Objective Value:203.69712945100306  Decrease Error:0.7063937757304473 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063938897952369 Stepsize:0.06871947673600004  Objective Value:203.69712956506785  Decrease Error:0.7063938897952369 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063939810471425 Stepsize:0.054975581388800036  Objective Value:203.69712965631976  Decrease Error:0.7063939810471425 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063940540488431 Stepsize:0.043980465111040035  Objective Value:203.69712972932146  Decrease Error:0.7063940540488431 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063941124502549 Stepsize:0.03518437208883203  Objective Value:203.69712978772287  Decrease Error:0.7063941124502549 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063941591714524 Stepsize:0.028147497671065627  Objective Value:203.69712983444407  Decrease Error:0.7063941591714524 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063941965484446 Stepsize:0.022517998136852502  Objective Value:203.69712987182106  Decrease Error:0.7063941965484446 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063942264500724 Stepsize:0.018014398509482003  Objective Value:203.6971299017227  Decrease Error:0.7063942264500724 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063942503714316 Stepsize:0.014411518807585602  Objective Value:203.69712992564405  Decrease Error:0.7063942503714316 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063942695083938 Stepsize:0.011529215046068483  Objective Value:203.697129944781  Decrease Error:0.7063942695083938 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063942848180602 Stepsize:0.009223372036854787  Objective Value:203.69712996009068  Decrease Error:0.7063942848180602 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 0.706394297065799 Stepsize:0.00737869762948383  Objective Value:203.69712997233842  Decrease Error:0.706394297065799 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 0.706394306863956 Stepsize:0.005902958103587064  Objective Value:203.69712998213657  Decrease Error:0.706394306863956 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063943147025213 Stepsize:0.004722366482869652  Objective Value:203.69712998997514  Decrease Error:0.7063943147025213 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 0.706394320973402 Stepsize:0.0037778931862957215  Objective Value:203.69712999624602  Decrease Error:0.706394320973402 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063943259900043 Stepsize:0.0030223145490365774  Objective Value:203.69713000126262  Decrease Error:0.7063943259900043 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063943300033202 Stepsize:0.002417851639229262  Objective Value:203.69713000527594  Decrease Error:0.7063943300033202 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 0.706394333214007 Stepsize:0.0019342813113834097  Objective Value:203.69713000848662  Decrease Error:0.706394333214007 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 0.7063943357825622 Stepsize:0.0015474250491067279  Objective Value:203.69713001105518  Decrease Error:0.7063943357825622 
1
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:0.0018569100589280734  Objective Value:203.69713001079433  Decrease Error:0.0 
2
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 9.521015139942996e-10 Stepsize:0.002228292070713688  Objective Value:203.69713001081558  Decrease Error:2.1259438653942198e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 2 Minimum Decrease & Curvature Errors (stop. crit.): 9.520078250471613e-10 Stepsize:0.0017826336565709507  Objective Value:203.69713001081126  Decrease Error:1.693933882052079e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 3 Minimum Decrease & Curvature Errors (stop. crit.): 9.519328738426574e-10 Stepsize:0.0014261069252567607  Objective Value:203.69713001080794  Decrease Error:1.361399881716352e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): 9.518729128004496e-10 Stepsize:0.0011408855402054085  Objective Value:203.69713001080518  Decrease Error:1.0857093002414331e-11 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): 9.518249443014308e-10 Stepsize:0.0009127084321643268  Objective Value:203.69713001080302  Decrease Error:8.697043085703626e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): 9.517865690061933e-10 Stepsize:0.0007301667457314615  Objective Value:203.69713001080126  Decrease Error:6.934897101018578e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): 9.51755869015304e-10 Stepsize:0.0005841333965851692  Objective Value:203.69713001079992  Decrease Error:5.5990767577895895e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): 9.517313090171715e-10 Stepsize:0.0004673067172681354  Objective Value:203.69713001079873  Decrease Error:4.405364961712621e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): 9.517116608377393e-10 Stepsize:0.00037384537381450836  Objective Value:203.69713001079793  Decrease Error:3.609557097661309e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): 9.516959425862505e-10 Stepsize:0.00029907629905160673  Objective Value:203.6971300107972  Decrease Error:2.8705926524708048e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): 9.516833678231068e-10 Stepsize:0.0002392610392412854  Objective Value:203.69713001079657  Decrease Error:2.2453150450019166e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): 9.516733080735782e-10 Stepsize:0.00019140883139302832  Objective Value:203.69713001079617  Decrease Error:1.8474111129762605e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): 9.51665260149272e-10 Stepsize:0.00015312706511442267  Objective Value:203.69713001079583  Decrease Error:1.5063505998114124e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): 9.51658821956872e-10 Stepsize:0.00012250165209153814  Objective Value:203.69713001079558  Decrease Error:1.2505552149377763e-12 
INFO: jaxopt.BacktrackingLineSearch: Iter: 15 Minimum Decrease & Curvature Errors (stop. crit.): 9.516536713799128e-10 Stepsize:9.800132167323052e-05  Objective Value:203.69713001079523  Decrease Error:9.094947017729282e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 16 Minimum Decrease & Curvature Errors (stop. crit.): 9.516495509779764e-10 Stepsize:7.840105733858443e-05  Objective Value:203.6971300107951  Decrease Error:7.673861546209082e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): 9.516462544138372e-10 Stepsize:6.272084587086754e-05  Objective Value:203.69713001079498  Decrease Error:6.536993168992922e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 18 Minimum Decrease & Curvature Errors (stop. crit.): 9.516436172987286e-10 Stepsize:5.0176676696694036e-05  Objective Value:203.69713001079478  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): 9.516415077123515e-10 Stepsize:4.014134135735523e-05  Objective Value:203.69713001079478  Decrease Error:4.547473508864641e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): 9.516398199246652e-10 Stepsize:3.211307308588419e-05  Objective Value:203.69713001079467  Decrease Error:3.410605131648481e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): 9.516384697507592e-10 Stepsize:2.5690458468707354e-05  Objective Value:203.6971300107946  Decrease Error:2.8421709430404007e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): 9.51637389570299e-10 Stepsize:2.0552366774965883e-05  Objective Value:203.69713001079452  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): 9.516365255289303e-10 Stepsize:1.6441893419972708e-05  Objective Value:203.69713001079452  Decrease Error:1.9895196601282805e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): 9.51635834163698e-10 Stepsize:1.3153514735978166e-05  Objective Value:203.6971300107945  Decrease Error:1.7053025658242404e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): 9.516352809698683e-10 Stepsize:1.0522811788782534e-05  Objective Value:203.69713001079444  Decrease Error:1.1368683772161603e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): 9.516348386492633e-10 Stepsize:8.418249431026028e-06  Objective Value:203.69713001079447  Decrease Error:1.4210854715202004e-13 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): 9.5163448486393e-10 Stepsize:6.734599544820823e-06  Objective Value:203.69713001079438  Decrease Error:5.684341886080802e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): 9.516342016906513e-10 Stepsize:5.387679635856659e-06  Objective Value:203.6971300107944  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 29 Minimum Decrease & Curvature Errors (stop. crit.): 9.516339749907533e-10 Stepsize:4.310143708685327e-06  Objective Value:203.6971300107944  Decrease Error:8.526512829121202e-14 
INFO: jaxopt.BacktrackingLineSearch: Iter: 30 Minimum Decrease & Curvature Errors (stop. crit.): 9.516337938544516e-10 Stepsize:3.448114966948262e-06  Objective Value:203.69713001079435  Decrease Error:2.842170943040401e-14 
3
INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:203.69712930900502  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:203.49237383332363  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:203.22852579911634  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:201.12075827805793  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:200.86256696774453  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:200.86086881858824  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:200.86072677403772  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:200.86072498627115  Decrease Error:0.0 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 1 Minimum Decrease & Curvature Errors (stop. crit.): 0.0 Stepsize:1.0  Objective Value:200.8607249689131  Decrease Error:0.0 
Change of 2.94 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(6.4991876, dtype=float64), 'logtau': Array(2.6965563, dtype=float64), 'logamp': Array(-0.03237498, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-4.80477738, dtype=float64), 'logtau': Array(-0.99637046, dtype=float64), 'logamp': Array(-0.02158416, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
18262.053350297472
And log height: -200.86...
log-evidence is ~-203.93
Seems to have converged at iteration 62 / 64 with tolerance 9.46e-06 
::::::::::::::::::::::: 
Scanning at lag=0.00 ... 
0
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INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.5120000000000001  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 5 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.40960000000000013  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 6 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.32768000000000014  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 7 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.2621440000000001  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 8 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.2097152000000001  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 9 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.1677721600000001  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 10 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.13421772800000006  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 11 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.10737418240000006  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 12 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.08589934592000005  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 13 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.06871947673600004  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 14 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.054975581388800036  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.028147497671065627  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 19 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.018014398509482003  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 20 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.014411518807585602  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 21 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.011529215046068483  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 22 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.009223372036854787  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 23 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.00737869762948383  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 24 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.005902958103587064  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 25 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.004722366482869652  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 26 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0037778931862957215  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 27 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0030223145490365774  Objective Value:inf  Decrease Error:inf 
INFO: jaxopt.BacktrackingLineSearch: Iter: 28 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.002417851639229262  Objective Value:inf  Decrease Error:inf 
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1
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INFO: jaxopt.BacktrackingLineSearch: Iter: 4 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:0.0009507379501711738  Objective Value:inf  Decrease Error:inf 
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INFO: jaxopt.BacktrackingLineSearch: Iter: 17 Minimum Decrease & Curvature Errors (stop. crit.): inf Stepsize:5.2267371559056295e-05  Objective Value:inf  Decrease Error:inf 
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2
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Change of -0.00 against 100.00 
-------------
Laplace Evidence eval
Constrained params are:
{'lag': Array(1.78005909e-305, dtype=float64), 'logtau': Array(2.70058773, dtype=float64), 'logamp': Array(-0.03051389, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
Un-Constrained params are:
{'lag': Array(-708.39641853, dtype=float64), 'logtau': Array(-0.99432441, dtype=float64), 'logamp': Array(-0.0203433, dtype=float64), 'rel_amp': 1.0, 'mean': 0.0, 'rel_mean': 0.0}
With determinant:
14503.575938110744
And log height: -906.79...
log-evidence is ~-909.74
Seems to have converged at iteration 63 / 64 with tolerance 4.30e-01 
Scanning Complete. Calculating laplace integrals... 
Hessian Scan Fitting complete.
-----------------------
-----------------------



Warning! LITMUS object built on pre-run fitting_procedure. May have unexpected behaviour.

png

png

There's one immediately obvious difference between the two contours: the JAVELIN-like meth_1 has summoned a bimodal distribution out of nowhere, while the hessian scan of meth_2 has not.